{"id":"W7009638357","doi":"","title":"Évaluation de la qualité des zones de production conchylicole. Région Occitanie – Période 2022-2024","year":2024,"lang":"fr","type":"report","venue":"Archimer (Ifremer)","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Vetting; Nova scotia","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":[0.001637328,0.0006082779,0.0003286244,0.00148278,0.0004581898,0.001372874,0.000408799,0.0003929681,0.001748536],"category_scores_gemma":[0.002212644,0.0003137017,0.0005278176,0.002057218,0.0004498203,0.0003780721,0.0004786464,0.0003297325,0.0006004422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675391,"about_ca_system_score_gemma":0.001607487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1498385,"about_ca_topic_score_gemma":0.1780517,"domain_scores_codex":[0.9990464,0.000197761,0.00005148979,0.0002175004,0.0003305055,0.0001564041],"domain_scores_gemma":[0.9977732,0.000438665,0.0005831206,0.0001228719,0.0009613273,0.0001208822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116112,0.0000842413,0.9261482,0.0003956752,0.0002516636,0.0003257252,0.001544759,0.004010728,0.02578887,0.0002570375,0.0007692857,0.03926257],"study_design_scores_gemma":[0.000007784196,0.0003007605,0.9825917,0.00004390588,0.00006919945,0.0001409268,0.0009838054,0.001371767,0.00927122,0.00004965537,0.005147587,0.00002162617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819819,0.001464952,0.001719278,0.0001222615,0.00002507921,0.00009624477,0.006265315,0.00008083834,0.008244095],"genre_scores_gemma":[0.9885247,0.0003797745,0.002546126,0.00003293381,0.000006266314,0.00009069023,0.003830162,0.00001992643,0.004569394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1498385,"threshold_uncertainty_score":0.2979327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614253758336314,"score_gpt":0.3533845259076889,"score_spread":0.2972419883243257,"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."}}