{"id":"W3028629337","doi":"10.1021/acs.chas.0c00050","title":"Let’s Disagree about Safety","year":2020,"lang":"en","type":"article","venue":"ACS Chemical Health & Safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01871401,0.0009489733,0.001095891,0.001233279,0.009026796,0.01197842,0.002827367,0.02954503,0.1003246],"category_scores_gemma":[0.0859024,0.0007295259,0.001768569,0.000913552,0.01109055,0.0162578,0.006917246,0.04146087,0.07586887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004246333,"about_ca_system_score_gemma":0.009813046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006407945,"about_ca_topic_score_gemma":0.007982956,"domain_scores_codex":[0.9756007,0.006983196,0.001580009,0.002003932,0.0110672,0.002764911],"domain_scores_gemma":[0.9535072,0.01425066,0.002009207,0.003176983,0.01916453,0.007891372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001206072,0.00001994447,0.0001577024,0.00005267388,0.000006779142,0.00007258397,0.0004675635,0.00001560572,0.00006832928,0.006334078,0.9826103,0.01018244],"study_design_scores_gemma":[0.00001055434,0.00001986906,0.000128854,0.0002275737,0.000008674348,0.0001089479,0.001206914,0.00001848548,0.0001134572,0.007489906,0.990647,0.00001975897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003557948,0.001543907,0.0004482387,0.9252762,0.03485475,0.00002114719,0.0001201835,0.0001325377,0.03724711],"genre_scores_gemma":[0.006536058,0.001363604,0.0004164538,0.9411521,0.00707099,0.00003240051,0.0001054893,0.0001353698,0.04318747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1003246,"threshold_uncertainty_score":0.3356192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097313417846476,"score_gpt":0.3912128338956715,"score_spread":0.2814814921110239,"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."}}