{"id":"W7120345374","doi":"","title":"Safe chemical management in Brazil: regulatory connections with the Canadian model","year":2019,"lang":"pt","type":"dissertation","venue":"Arca - Repositório Institucional da Fiocruz","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Risk management; Legislation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003361592,0.0009915263,0.000821733,0.0005047751,0.0007085539,0.0002024462,0.00109892,0.0008352339,0.0004261612],"category_scores_gemma":[0.00005118026,0.0008014889,0.0003914004,0.0008901614,0.000248624,0.0002649368,0.0002748492,0.002081677,0.0003279973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426854,"about_ca_system_score_gemma":0.0008048964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02350963,"about_ca_topic_score_gemma":0.123727,"domain_scores_codex":[0.9949344,0.00005740768,0.001074547,0.001457704,0.001263335,0.001212561],"domain_scores_gemma":[0.9973737,0.0001871818,0.0003569158,0.001329098,0.0001893518,0.0005637669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00156287,0.0007874341,0.000298068,0.002415013,0.002604905,0.0008715562,0.003192008,0.4562986,0.009112496,0.5085091,0.008930029,0.005417885],"study_design_scores_gemma":[0.01039949,0.0002842836,0.005398934,0.007574914,0.003028097,0.0004079517,0.003490549,0.7471159,0.02404114,0.003863917,0.1867239,0.007671033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4163879,0.002187419,0.003469142,0.01676175,0.002866898,0.007696481,0.0005641865,0.0004780622,0.5495881],"genre_scores_gemma":[0.9668038,0.0001595306,0.0009700218,0.0009552212,0.0001645994,0.0003600967,0.002329732,0.0001489303,0.02810801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5504159,"threshold_uncertainty_score":0.9994436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055835192902746,"score_gpt":0.234497016751724,"score_spread":0.2239386648226966,"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."}}