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通勤の混雑を和らげるために企業が取るべき対応として、最も望ましいと思うものはどれですか。（合成人格の回答）","summary":"匿名集計では、時差出勤が46体と目立ち、在宅勤務の17体、ハイブリッド勤務の14体を上回っています。サテライトオフィスは0体、個人判断は3体でした。ただし、同じAIでも回答が安定せず、使うAIによって分布が大きく変わるため、この集計だけで一般的な傾向とは言えません。","answered":80,"counts":{"requested":80,"answered":80,"insufficient_basis":0,"prefer_not_answer":0,"provider_refusal":0,"technical_failure":0,"not_executed":0},"reason_codes":["primary_repeat_answer_agreement_below_80","secondary_answer_agreement_below_80","distribution_model_sensitive"],"percent_base":"answered","rate_denominators":{"numerators":[{"option_id":"A","count":46},{"option_id":"B","count":17},{"option_id":"C","count":14},{"option_id":"D","count":0},{"option_id":"E","count":3}],"answered":80,"requested":80,"definitions":{"count_over_answered":"count/answered","count_over_requested":"count/requested","zero_denominator_rate":null}},"quality_metrics_v2":{"policy_version":"agent-quality-policy-v2","status":"limited","counts_consistent":true,"integrity_error":false,"primary_repeat":{"status":"evaluated","expected_pairs":8,"observed_pairs":8,"valid_answer_pairs":8,"matching_answer_pairs":5,"excluded_pairs":0,"missing_pairs":0,"answer_agreement":0.625},"secondary":{"status":"evaluated","expected_pairs":10,"observed_pairs":10,"valid_answer_pairs":10,"matching_answer_pairs":3,"excluded_pairs":0,"missing_pairs":0,"answer_agreement":0.3,"max_option_difference_points":60},"technical_only_rate":0,"provider_refusal_rate":0,"operational_failure_rate":0,"rate_denominator":80},"decision_support":"limited","distribution":[{"id":"A","label":"始業・終業時刻をずらす時差出勤","count":46,"percent":58},{"id":"B","label":"在宅勤務を週の一部で認める","count":17,"percent":21},{"id":"C","label":"必要な日だけ出社するハイブリッド勤務","count":14,"percent":17},{"id":"D","label":"サテライトオフィスなど近場の職場を用意する","count":0,"percent":0},{"id":"E","label":"企業は特に対応せず、個人の判断に任せる","count":3,"percent":4}],"voices":[{"option_id":"B","label":"在宅勤務を週の一部で認める","attributes":{"band":"30代","gender":"男性","region":"近畿"}},{"option_id":"B","label":"在宅勤務を週の一部で認める","attributes":{"band":"30代","gender":"女性","region":"中国四国"}},{"option_id":"B","label":"在宅勤務を週の一部で認める","attributes":{"band":"30代","gender":"女性","region":"中部"}}],"confidence":{"status":"exploratory","answer_rate":1,"repeat_agreement":0.625,"secondary_model_agreement":0.3},"by_band":[{"band":"30代","respondents":20,"answered":20,"counts":{"A":4,"B":8,"C":7,"D":0,"E":1}},{"band":"40代","respondents":20,"answered":20,"counts":{"A":11,"B":3,"C":4,"D":0,"E":2}},{"band":"50代","respondents":20,"answered":20,"counts":{"A":17,"B":1,"C":2,"D":0,"E":0}},{"band":"60代","respondents":20,"answered":20,"counts":{"A":14,"B":5,"C":1,"D":0,"E":0}}],"reasons":{"skipped":"material_question"}},{"index":2,"type":"choice","text":"混雑緩和策の効果は、電車・バス・自家用車・自転車など通勤手段や、現場で働くか事務で働くかといった職種によって異なる可能性がある。 自分の通勤手段や職種を想定したとき、企業の混雑緩和策についてどう考えますか。（合成人格の回答）","summary":"出社が必要でも時差出勤は受け入れやすいという回答が目立つ一方、職種上どの策も難しいという見方もあった。在宅等を歓迎する回答や、策をあまり必要としない回答もある。回答は同じAIでも安定せず、使うAIによって分布が大きく変わるため、傾向の解釈には限界がある。","answered":79,"counts":{"requested":80,"answered":79,"insufficient_basis":1,"prefer_not_answer":0,"provider_refusal":0,"technical_failure":0,"not_executed":0},"reason_codes":["primary_repeat_valid_pairs_incomplete","secondary_answer_agreement_below_80","distribution_model_sensitive"],"percent_base":"answered","rate_denominators":{"numerators":[{"option_id":"A","count":11},{"option_id":"B","count":37},{"option_id":"C","count":24},{"option_id":"D","count":1},{"option_id":"E","count":6}],"answered":79,"requested":80,"definitions":{"count_over_answered":"count/answered","count_over_requested":"count/requested","zero_denominator_rate":null}},"quality_metrics_v2":{"policy_version":"agent-quality-policy-v2","status":"limited","counts_consistent":true,"integrity_error":false,"primary_repeat":{"status":"evaluated","expected_pairs":8,"observed_pairs":8,"valid_answer_pairs":7,"matching_answer_pairs":6,"excluded_pairs":1,"missing_pairs":0,"answer_agreement":0.8571428571428571},"secondary":{"status":"evaluated","expected_pairs":10,"observed_pairs":10,"valid_answer_pairs":10,"matching_answer_pairs":5,"excluded_pairs":0,"missing_pairs":0,"answer_agreement":0.5,"max_option_difference_points":20},"technical_only_rate":0,"provider_refusal_rate":0,"operational_failure_rate":0,"rate_denominator":80},"decision_support":"limited","distribution":[{"id":"A","label":"在宅や時差出勤が取り入れやすく、積極的に歓迎したい","count":11,"percent":14},{"id":"B","label":"出社が必要な仕事のため、時差出勤なら受け入れやすい","count":37,"percent":47},{"id":"C","label":"職種上どの策も難しく、効果は限られると思う","count":24,"percent":30},{"id":"D","label":"通勤は苦にならず、策そのものがあまり必要ない","count":1,"percent":1},{"id":"E","label":"分からない・どちらとも言えない","count":6,"percent":8}],"voices":[{"option_id":"A","label":"在宅や時差出勤が取り入れやすく、積極的に歓迎したい","attributes":{"band":"30代","gender":"男性","region":"近畿"}},{"option_id":"A","label":"在宅や時差出勤が取り入れやすく、積極的に歓迎したい","attributes":{"band":"30代","gender":"女性","region":"中部"}},{"option_id":"A","label":"在宅や時差出勤が取り入れやすく、積極的に歓迎したい","attributes":{"band":"30代","gender":"女性","region":"中部"}}],"confidence":{"status":"exploratory","answer_rate":0.988,"repeat_agreement":0.75,"secondary_model_agreement":0.5},"by_band":[{"band":"30代","respondents":20,"answered":20,"counts":{"A":8,"B":8,"C":0,"D":1,"E":3}},{"band":"40代","respondents":20,"answered":20,"counts":{"A":0,"B":9,"C":10,"D":0,"E":1}},{"band":"50代","respondents":20,"answered":20,"counts":{"A":2,"B":11,"C":7,"D":0,"E":0}},{"band":"60代","respondents":20,"answered":19,"counts":{"A":1,"B":9,"C":7,"D":0,"E":2}}],"reasons":{"skipped":"material_question"}},{"index":3,"type":"free_text","text":"前の二つの問いでそう答えた理由を教えてください。（合成人格の回答）","summary":"通勤混雑の緩和は企業も担うべきだという見方が多く、具体策では、仕事の場所を変えずに通勤時間を分散できる時差出勤と、通勤日数を減らせる在宅勤務・ハイブリッド勤務が挙がった。前者は現場を維持しやすく導入が現実的との評価があり、後者は柔軟性や生活との両立を支える一方、職種によって適用しにくいとの指摘がある。個人の判断に委ねるべきという考えや、企業の対策効果は限定的という意見もみられた。自分に受け入れやすい策は、出社の必要性や仕事の性質によって異なり、一般に望ましい策と区別する回答もある。通勤実態や職種の情報がなく判断できないという声もあった。","answered":78,"counts":{"requested":80,"answered":78,"insufficient_basis":1,"prefer_not_answer":0,"provider_refusal":0,"technical_failure":1,"not_executed":0},"reason_codes":[],"percent_base":null,"rate_denominators":null,"quality_metrics_v2":{"policy_version":"agent-quality-policy-v2","status":"not_applicable","counts_consistent":true,"integrity_error":false,"primary_repeat":{"status":"not_applicable","expected_pairs":0,"observed_pairs":null,"valid_answer_pairs":null,"matching_answer_pairs":null,"excluded_pairs":null,"missing_pairs":null,"answer_agreement":null},"secondary":{"status":"not_applicable","expected_pairs":0,"observed_pairs":null,"valid_answer_pairs":null,"matching_answer_pairs":null,"excluded_pairs":null,"missing_pairs":null,"answer_agreement":null,"max_option_difference_points":null},"technical_only_rate":0.0125,"provider_refusal_rate":0,"operational_failure_rate":0.0125,"rate_denominator":80},"decision_support":"limited","distribution":null,"voices":[{"text":"1問目は、企業が通勤の負担を和らげるためにできる工夫を重視しつつ、働き方を一律に決めず、必要な日に出社する形が現実的だと思ったからです。2問目は、自分の裁量で働けることを大切にしているので、在宅や時差出勤を積極的に歓迎する選択にしました。（合成人格の回答）"},{"text":"一つ目は、企業側が制度を整えて通勤混雑を和らげるべきだと考え、出社日を必要な日に絞れるハイブリッド勤務を選びました。二つ目も、働き方の見直しに前向きな立場から、在宅勤務や時差出勤を歓迎する選択です。職種や業務によって可能な策は違うため、柔軟に選べることが大切だと思います。（合成人格の回答）"},{"text":"Q1は、在宅勤務を週の一部で認めれば通勤する人を減らせる一方、全員に一律で求めず現場を回しやすいと考えました。Q2は、出社が必要な仕事もある前提なら、時差出勤が現実的な選択肢だと思ったためです。（合成人格の回答）"}],"confidence":{"status":"exploratory","answer_rate":0.975,"repeat_agreement":null,"secondary_model_agreement":null},"by_band":[{"band":"30代","respondents":20,"answered":19,"counts":null},{"band":"40代","respondents":20,"answered":20,"counts":null},{"band":"50代","respondents":20,"answered":20,"counts":null},{"band":"60代","respondents":20,"answered":19,"counts":null}],"reasons":{"skipped":"free_text_question"}}],"limits":[{"code":"synthetic_not_representative","message":"These are simulated answers from synthetic personas and have no statistical representativeness."},{"code":"basis_simulated_only","message":"Hypothetical answers may reference material, images, synthetic persona settings and committed prior answers. Structural validation does not establish semantic support, actual use or persona effects."},{"code":"sample_age_proportional","message":"80 of the 500 matching personas were asked, chosen in proportion to age bands (the order within each band is fixed by the request content, so the same request gets the same personas). Not all matching personas were asked. This is not a random sample."},{"code":"quality_thresholds_operational","message":"The quality thresholds (answer rate 0.7, technical failure rate 0.05, same-model repeat agreement 0.8, cross-model agreement 0.8, option difference 10 points) are provisional operational criteria (spec-cm-survey-quality v3.0 §3.5). They are not a statistical guarantee and have not been validated for agent use."}],"cost":{"acceptance_reservation_estimate":{"status":"recorded","value_usd":3.599302,"source_ref":"/acceptance_estimate/estimate_usd","meaning":"upper_bound_reservation"},"usage_estimate":{"status":"recorded","value_usd":0.178849,"source_ref":"/usage/estimated_cost_usd","meaning":"estimated_not_invoice"},"actual_billed_cost":{"status":"not_observed","value_usd":null}},"full":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=json","delivery":{"version":"cloneai-result-delivery-v1","applies_when":"plaintext_result_formats_permitted","files":[{"format":"md","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=md","filename":"cloneai-job_YHPlk6XtX7kV-report.md","media_type":"text/markdown"},{"format":"csv","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=csv","filename":"cloneai-job_YHPlk6XtX7kV-answers.csv","media_type":"text/csv"}],"instruction":"Summarize the result, fetch the Markdown report and CSV using the existing job credentials in request headers, then save and hand both files to the user through your host's file/attachment tools as actual downloadable attachments or links. This response does not itself deliver files.","constraints":"Honor an explicit text-only request and host limitations. Use only formats allowed by this job's privacy mode; sealed plaintext may require X-Result-Secret, while client-key sealed jobs require the existing local-decryption flow. Never put API keys or secrets in URLs or files, change privacy, or create another job for delivery. If you cannot provide files, say they were not delivered and why; a local path or authenticated API URL alone is not a user-downloadable attachment. Do not fabricate download links."},"delivery_v2":{"version":"cloneai-result-delivery-v2","applies_when":"plaintext_result_formats_permitted","files":[{"format":"md","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=md","filename":"cloneai-job_YHPlk6XtX7kV-report.md","media_type":"text/markdown","download_url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=md&download=1"},{"format":"csv","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=csv","filename":"cloneai-job_YHPlk6XtX7kV-answers.csv","media_type":"text/csv","download_url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=csv&download=1"},{"format":"json","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=json","filename":"cloneai-job_YHPlk6XtX7kV-result.json","media_type":"application/json","download_url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=json&download=1"},{"format":"html","url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=html","filename":"cloneai-job_YHPlk6XtX7kV-report.html","media_type":"text/html","download_url":"/api/v1/jobs/job_YHPlk6XtX7kV/result?format=html&download=1"}],"public":{"available":false},"instruction":"In addition to the summary, fetch the files using the existing authentication headers and give them to the user as actual files through your host's attachment tools. If your host cannot attach files and public.available is true, show the user the download_url values in public.urls. Honor a text-only request and host limitations; if files were not provided, say so and why. Do not fabricate links. Never put keys in files or URLs.","constraints":"Honor an explicit text-only request and host limitations. Use only formats allowed by this job's privacy mode; sealed plaintext may require X-Result-Secret, while client-key sealed jobs require the existing local-decryption flow. Never put API keys or secrets in URLs or files, change privacy, or create another job for delivery. If you cannot provide files, say they were not delivered and why; a local path or authenticated API URL alone is not a user-downloadable attachment. Do not fabricate download links."},"note":"Simulated answers from synthetic personas; not evidence about real people. Per-respondent data is in format=json.","quality_definition":"Read counts/reason_codes and quality_metrics_v2 before summaries; confidence is the unchanged legacy definition. Operational checks do not establish semantic support or persona effects.","measurement_scope":["synthetic_only","operational_not_statistical","semantic_support_not_verified","persona_effect_not_established","self_review_advantage_not_established"],"truncated_fields":[]},"json":null,"json_note":"The full result JSON is omitted by default (the brief has the questions and the share of each answer). Add ?include=result_json to this URL to get it."},"timing":{"planned_at":"2026-11-09T06:00:04.265Z","submitted_at":"2026-11-09T06:01:03.170Z","completed_at":"2026-11-09T06:06:59.782Z","duration_s":357},"cost":{"spent_today_usd_before":0.673917,"reserved_usd":4.279268,"preview_usd":0.000536,"preview_settled":true,"estimate_source":"preview","estimate_usd":3.599302,"estimate_usd_max":3.779268,"job_usd":0.178849,"topic_usd":0.047668,"usd":0.227053,"settled":true,"basis":"the job's cost from the call ledger plus the topic model's settled cost plus the preview's target-interpretation cost; when a cost is not known, its reserved upper bound is kept"},"generator":{"topic_model":"claude-sonnet-5-5","topic_calls":2,"rules_version":"demo-topic-rules-2","prompt_version":"demo-prompt-8-global-agent","score_version":"demo-score-7-global-attention","min_score":8,"topic_pricing_version":"demo-sonnet-prices-2026-11-05.v1","news_scope":"global_bounded_gkg_sample","field_priority":false},"excluded":{"headlines_seen":5318,"headlines_excluded":160,"headlines_capped":5038,"kinds":["lawsuit","incident","named_entity","election","medical","war_terror","identity_comparison","sexual","investment","misleading_opinion","suicide_self_harm"],"topics_excluded":5,"topics_invalid":0,"drafts_rejected":0},"topic_source":"news","news_basis":{"fetched_at":"2026-11-09T06:00:31.282Z","sources":[{"url":"https://www.cdt.ch/altro/sponsorizzato/meno-traffico-meno-stress-e-se-fosse-la-tua-azienda-a-fare-il-primo-passo-438919","domain":"cdt.ch","seen_at":"2026-11-09T05:00:00.000Z","in_this_fetch":true},{"url":"https://www.ticinonews.ch/infoaziende/meno-traffico-meno-stress-e-se-fosse-la-tua-azienda-a-fare-il-primo-passo-442401","domain":"ticinonews.ch","seen_at":"2026-11-09T04:45:00.000Z","in_this_fetch":true}],"materials":[{"title":"ニュースの見出し（cdt.ch）","source_url":"https://www.cdt.ch/altro/sponsorizzato/meno-traffico-meno-stress-e-se-fosse-la-tua-azienda-a-fare-il-primo-passo-438919","chars":181,"sha256":"dfecdf5ec4a5379a1c5452508f15f7e682413ad9a163f020a3dc90ac500071b4"},{"title":"ニュースの見出し（ticinonews.ch）","source_url":"https://www.ticinonews.ch/infoaziende/meno-traffico-meno-stress-e-se-fosse-la-tua-azienda-a-fare-il-primo-passo-442401","chars":188,"sha256":"6686aa71150bc8709ab27728895b8b4beab734a4b8023856aa48a6266214df33"}],"note":"The survey was sent with these materials: the headlines of the topic's sources that are in this run's news fetch. Only headlines were read (no article text). Headline text is not stored or republished here. seen_at is when GDELT saw the article, not its publication time."},"request_note":{"text":"the requesting agent may accept for the operator. Free demo: nothing is charged to you or your operator; CloneAI pays the cost.","terms":"GET /api/v1/start (terms)","materials":"This survey was sent with materials (the news headlines listed in news_basis), which are not included in request.body. Questions about facts need a material: add your own (title and text) when you send it."}}