{"id":"W7038523442","doi":"","title":"Identification de procédés ou travaux à inscrire à l’arrêté fixant la liste des substances, mélanges et procédés cancérogènes - Expertise relative aux procédés ou travaux exposant aux hydrocarbures aromatiques polycycliques","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Identification (biology); Trade union; Insignificance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289369,0.0006040205,0.0003752456,0.002532759,0.0008862009,0.0009095663,0.0004173744,0.0007351019,0.0107436],"category_scores_gemma":[0.00205477,0.0002409677,0.0005635209,0.001418605,0.0004028288,0.0008141886,0.001514644,0.0004195215,0.00253144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331189,"about_ca_system_score_gemma":0.002126459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03369545,"about_ca_topic_score_gemma":0.1065111,"domain_scores_codex":[0.9983901,0.0001680307,0.00012357,0.0003265721,0.0007340924,0.0002576526],"domain_scores_gemma":[0.9976808,0.0003869518,0.0005387508,0.0001081641,0.001003456,0.0002818865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007695209,0.000295705,0.4080182,0.00179571,0.0001325116,0.002017222,0.00417052,0.0006176367,0.1241261,0.0003223073,0.01134185,0.4463928],"study_design_scores_gemma":[0.000009771899,0.001082664,0.8439606,0.0004190375,0.0001137321,0.001596729,0.005092969,0.000348016,0.05046299,0.0002309383,0.0966292,0.00005338643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820005,0.009870703,0.00610564,0.002107334,0.0004379146,0.0007418222,0.009488716,0.0003968598,0.08885048],"genre_scores_gemma":[0.8627062,0.01080564,0.02890195,0.0007035248,0.0001862956,0.0003993707,0.007009111,0.000107596,0.08918034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03369545,"threshold_uncertainty_score":0.06699866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033945641411182,"score_gpt":0.2642065564725388,"score_spread":0.233867100058427,"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."}}