{"id":"W6927039160","doi":"10.25923/jyw3-ys65","title":"Assessment of the Pacific sardine resource (Sardinops sagax) in 2024 for U.S. management in 2024-2025","year":2024,"lang":"en","type":"article","venue":"National Oceanic and Atmospheric Administration (NOAA) - NOAA Central Library","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sardine; Resource (disambiguation); Resource management (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002010186,0.0002046193,0.0001942848,0.00001844098,0.0000545287,0.0001039315,0.0001894546,0.0001358183,0.0002007799],"category_scores_gemma":[0.00002143638,0.0001715032,0.0001321413,0.0003450948,0.00007378542,0.00005071506,0.000101147,0.0001445658,0.000001488344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004860448,"about_ca_system_score_gemma":0.0004634554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001564705,"about_ca_topic_score_gemma":0.000004776017,"domain_scores_codex":[0.9984912,0.00007207016,0.0004413889,0.0004474061,0.0002795303,0.000268388],"domain_scores_gemma":[0.9995733,0.00005172301,0.00009387105,0.0001801254,0.00002878895,0.00007218707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002539516,0.002935216,0.3834119,0.003351031,0.001775911,0.0002551202,0.0006469792,0.002677665,0.03133026,0.2267684,0.2503456,0.09396236],"study_design_scores_gemma":[0.001579753,0.0004218579,0.4558777,0.0002285353,0.00007154919,0.00002735813,0.0005925198,0.006880392,0.003171636,0.001845425,0.5288314,0.0004719693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8477769,0.004643187,0.001719743,0.003971594,0.001751035,0.001935563,0.000602639,0.00006138812,0.1375379],"genre_scores_gemma":[0.9833627,0.0004432583,0.002484293,0.000263073,0.0002268524,0.00004446064,0.0003824373,0.00002850635,0.01276442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784857,"threshold_uncertainty_score":0.6993697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008037862369091335,"score_gpt":0.2547632193517562,"score_spread":0.2467253569826648,"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."}}