{"id":"W7133284446","doi":"","title":"Science response: stock status update of American lobster in LFA 33","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northeast Fisheries Science Center; Fisheries and Oceans Canada","keywords":"Fishing; Stock (firearms); American lobster; Homarus; Stock assessment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006578646,0.0005784004,0.0006346575,0.004067855,0.002456186,0.002831031,0.002262961,0.006415099,0.03376745],"category_scores_gemma":[0.02112798,0.0004266389,0.0007645288,0.002257659,0.000647344,0.001079232,0.00225543,0.003283518,0.02341229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047562,"about_ca_system_score_gemma":0.04391843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4971659,"about_ca_topic_score_gemma":0.5654874,"domain_scores_codex":[0.9913441,0.0004604828,0.0004920295,0.000314354,0.006524766,0.0008642397],"domain_scores_gemma":[0.9386793,0.002615482,0.001546666,0.001038609,0.05346854,0.002651436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003473812,0.00002933666,0.001157975,0.000107204,0.000004686133,0.00009172041,0.00005857769,0.00006799708,0.0002994869,0.0003512299,0.9864284,0.01136876],"study_design_scores_gemma":[0.00001495991,0.00003361658,0.006646169,0.0001171787,0.00000890135,0.00003114589,0.0001616103,0.0001151319,0.000335994,0.0001744377,0.9923383,0.00002243663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0137359,0.004271923,0.003099321,0.3408984,0.05814659,0.004307676,0.1455376,0.005100253,0.4249024],"genre_scores_gemma":[0.03781117,0.004969259,0.008674351,0.1802226,0.008123639,0.002337061,0.07697732,0.0007485581,0.6801361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5028341,"threshold_uncertainty_score":0.9885442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008221034149823316,"score_gpt":0.2481491765924655,"score_spread":0.2399281424426422,"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."}}