{"id":"W7009108468","doi":"","title":"Développement de stratégie visant à contrôler le niveau de contamination des piscines par les sous-produits de désinfection","year":2023,"lang":"fr","type":"article","venue":"","topic":"Legal and Social Justice Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquatic environment; Animal waste; Work safety","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":[0.003450914,0.00146247,0.001368942,0.00144379,0.0008858412,0.003103951,0.001523545,0.001995411,0.008223386],"category_scores_gemma":[0.002818607,0.0006089209,0.001824254,0.001109609,0.0008372291,0.002836333,0.001291384,0.001621317,0.002033725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301929,"about_ca_system_score_gemma":0.006118364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006030065,"about_ca_topic_score_gemma":0.008691033,"domain_scores_codex":[0.9978947,0.0006645411,0.0001239576,0.0003807614,0.0006848896,0.0002511773],"domain_scores_gemma":[0.9976301,0.0007072896,0.0004567873,0.0001749763,0.0008307052,0.0002001267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008731869,0.001779254,0.01726849,0.01410697,0.0005928481,0.0006250648,0.001099602,0.01315087,0.4409564,0.01041002,0.005482849,0.4936545],"study_design_scores_gemma":[0.0003872307,0.01847072,0.0439545,0.005106527,0.00195312,0.0015462,0.005748447,0.03717696,0.4708869,0.01300729,0.4014094,0.0003526314],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4860143,0.1481492,0.2690181,0.0167081,0.001598423,0.004339695,0.002211548,0.001718202,0.07024243],"genre_scores_gemma":[0.5699662,0.09340874,0.2995951,0.00384062,0.0002337917,0.002155525,0.002070108,0.0002085012,0.0285214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008223386,"threshold_uncertainty_score":0.02750999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871706254972203,"score_gpt":0.3313089288582914,"score_spread":0.2825918663085694,"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."}}