{"id":"W4402548852","doi":"","title":"La transcriptomique : un outil pour améliorer la gestion des espèces aquacoles et halieutiques","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medicinal Plant Pharmacodynamics Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université du Québec à Rimouski","funders":"","keywords":"Computer science","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":[0.001391452,0.001297442,0.001178884,0.0005567553,0.0007292295,0.001806856,0.0007392097,0.00134859,0.01105084],"category_scores_gemma":[0.0009890151,0.0003330155,0.001269782,0.0004749887,0.001133899,0.001219603,0.0008265494,0.001660243,0.002673851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009865768,"about_ca_system_score_gemma":0.002680681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443582,"about_ca_topic_score_gemma":0.006136009,"domain_scores_codex":[0.9993964,0.0001256161,0.00003933644,0.0001767971,0.0001849144,0.00007690866],"domain_scores_gemma":[0.999421,0.0001879839,0.00009386944,0.00005938332,0.0001636929,0.00007404602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000886935,0.0001175437,0.001333375,0.00157159,0.0000750312,0.0002429903,0.0002009278,0.0006390812,0.8787838,0.001588848,0.002444627,0.1121153],"study_design_scores_gemma":[0.0003565733,0.0058679,0.01669178,0.0009742551,0.0009158553,0.00207175,0.001168336,0.003644129,0.655737,0.003237081,0.3091389,0.000196318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4632999,0.2011689,0.2424129,0.01979135,0.008723397,0.001547018,0.00814437,0.005093407,0.04981869],"genre_scores_gemma":[0.5635054,0.1378322,0.17337,0.007599146,0.00197352,0.001656487,0.007232267,0.001026627,0.1058044],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01105084,"threshold_uncertainty_score":0.03696877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729857459579485,"score_gpt":0.370106482373682,"score_spread":0.2971207364157335,"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."}}