{"id":"W3011524335","doi":"10.20965/jdr.2020.p0212","title":"Questionnaire Survey on the Difficulty of Attending Work for Commuters After the 2018 Osaka Earthquake","year":2020,"lang":"en","type":"article","venue":"Journal of Disaster Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Attendance; Questionnaire; Quarter (Canadian coin); Downtown; Transport engineering; Traffic congestion; Engineering; Psychology; Forensic engineering; Geography; Economic growth; Mathematics; Statistics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001982419,0.0002319497,0.0003017673,0.001001981,0.0006338508,0.0004227296,0.000340093,0.0005379374,0.002791609],"category_scores_gemma":[0.005276566,0.0001934377,0.0004170255,0.0007324985,0.0002299702,0.0005825828,0.0006865875,0.0006652121,0.0005829748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005130084,"about_ca_system_score_gemma":0.0005724732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007662001,"about_ca_topic_score_gemma":0.009429757,"domain_scores_codex":[0.9991048,0.0002824385,0.0001777881,0.00007599931,0.0001674705,0.0001914433],"domain_scores_gemma":[0.9954212,0.0008135249,0.001932769,0.0001533866,0.001028226,0.0006507913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009033594,0.000277349,0.9744433,0.0001684734,0.00005013492,0.0003209959,0.009630519,0.0001119829,0.0006749255,0.00005864078,0.002784952,0.01138841],"study_design_scores_gemma":[0.000006843077,0.0002403603,0.9782715,0.00004715225,0.00001498072,0.0001441687,0.01771179,0.00007680063,0.00008594022,0.0000151548,0.003370046,0.00001523144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969932,0.00008347302,0.0001606691,0.0002776803,0.00002272691,0.0001324707,0.001123221,0.000008333522,0.001198265],"genre_scores_gemma":[0.9950333,0.0003972294,0.0005058175,0.000353256,0.000032795,0.000349728,0.001571337,0.00000681688,0.001749867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007662001,"threshold_uncertainty_score":0.01523483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001982408276343,"score_gpt":0.4101883492084842,"score_spread":0.20999010838085,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}