{"id":"W4388760781","doi":"10.54751/revistafoco.v16n11-088","title":"AVALIAÇÃO DE RISCOS E SEGURANÇA EM CANTEIROS DE OBRAS CIVIS","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005709117,0.0004387518,0.0007884521,0.0004324494,0.001973248,0.0001151545,0.000672692,0.00065216,0.003753736],"category_scores_gemma":[0.002272522,0.0004325084,0.0003055209,0.001689298,0.0001273376,0.0001746783,0.0003677854,0.002133379,0.01743506],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390309,"about_ca_system_score_gemma":0.007320042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306707,"about_ca_topic_score_gemma":0.0008907982,"domain_scores_codex":[0.9911175,0.002823599,0.001326694,0.0007574732,0.0009705885,0.003004091],"domain_scores_gemma":[0.9937356,0.002961383,0.0003644628,0.0009922158,0.0003424063,0.001603985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009534695,0.0003177868,0.4352112,0.01825386,0.0001704824,0.000436354,0.01749515,0.00004902943,0.0004029453,0.01266867,0.4674291,0.04661192],"study_design_scores_gemma":[0.001906234,0.0003153134,0.6802829,0.002966845,0.00008466167,0.0000243501,0.003939497,0.008682542,0.00003341899,0.001041479,0.300082,0.0006407713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107229,0.008300735,0.002060167,0.04873414,0.002752808,0.01120221,0.003037048,0.001027976,0.01216198],"genre_scores_gemma":[0.9301667,0.005160762,0.0001698685,0.002756707,0.001630495,0.0007797615,0.0003729355,0.0001696064,0.05879312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450717,"threshold_uncertainty_score":0.9998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115256247006687,"score_gpt":0.4781532548834333,"score_spread":0.3628970078767463,"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."}}