{"id":"W4405350008","doi":"","title":"SUIVI HALIEUTIQUE DU LAC D'ANNECY 2022 - Analyses à long terme des données recueillies et différences de captures entre les deux catégories de pêcheurs","year":2023,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002173707,0.0005086329,0.0004722168,0.001672505,0.0005409722,0.001763691,0.0004643098,0.0005573595,0.002871344],"category_scores_gemma":[0.003742989,0.0002716965,0.0008361222,0.002491028,0.000233125,0.0005652207,0.0009453187,0.0006355706,0.001096974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308559,"about_ca_system_score_gemma":0.005346295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5945615,"about_ca_topic_score_gemma":0.6344126,"domain_scores_codex":[0.9988349,0.0001833643,0.00009287762,0.0001617175,0.0005099788,0.000217153],"domain_scores_gemma":[0.9968329,0.0004656092,0.0004377656,0.0001633601,0.001833897,0.000266391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284974,0.00006734689,0.8707154,0.0004489183,0.0006869428,0.0003658221,0.00222194,0.002326623,0.003468196,0.002169989,0.03964969,0.07659411],"study_design_scores_gemma":[0.00001190106,0.00005294464,0.9581252,0.00007689388,0.00005278653,0.00005435272,0.0009937232,0.001054588,0.001208122,0.00008589191,0.03826747,0.00001612058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7373806,0.004730635,0.004073814,0.002508131,0.000285578,0.0002980825,0.2173793,0.0002933465,0.0330505],"genre_scores_gemma":[0.7158901,0.002587324,0.00864284,0.0006573183,0.0001094516,0.0009221853,0.1796027,0.0001876545,0.09140025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5945615,"threshold_uncertainty_score":0.8156524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791553419441791,"score_gpt":0.3084752373940785,"score_spread":0.2293198954498994,"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."}}