{"id":"W3180754281","doi":"10.26428/1606-9919-2021-201-263-291","title":"Long-term dynamics for stocks of sablefish Anoplopoma fimbria in the western Bering Sea and prospects for their fishery","year":2021,"lang":"en","type":"article","venue":"Izvestiya TINRO","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Oceanography; Peninsula; Geography; Range (aeronautics); Population; Stock (firearms); Pacific ocean; Geology; Biology; Archaeology","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":[0.0002253631,0.0001093246,0.0001895369,0.000005505634,0.00009234477,0.00004222952,0.0001654972,0.0001343207,0.00001668266],"category_scores_gemma":[0.0001438838,0.00004054093,0.00005155915,0.0001312756,0.00008240653,0.00006161274,0.00005292881,0.00009692318,4.324809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067304,"about_ca_system_score_gemma":0.00001448251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003597625,"about_ca_topic_score_gemma":0.003600559,"domain_scores_codex":[0.9992436,0.00005016383,0.0001962606,0.00023,0.00005618993,0.0002238353],"domain_scores_gemma":[0.9991099,0.0006631046,0.00007875399,0.00006474294,0.00005071698,0.00003283649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075473,0.000225031,0.881563,0.0001772314,0.00002972935,0.00001197071,0.0003765241,0.000008800787,0.04134241,0.0008130612,0.0006849884,0.07465967],"study_design_scores_gemma":[0.0005741102,0.00097258,0.98191,0.0001405734,0.00002171502,0.00006130625,0.0005575238,0.0007028464,0.01001783,0.002615203,0.00218026,0.000246063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954905,0.0001504178,0.00005235084,0.003367389,0.00008230887,0.0004700031,0.0001639959,0.00001304002,0.0002099747],"genre_scores_gemma":[0.9987775,0.00001063839,0.0001953116,0.0003029055,0.0001481444,0.00007268984,0.0001532982,0.000001350735,0.0003381526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100347,"threshold_uncertainty_score":0.2009196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727759738619571,"score_gpt":0.242987340866588,"score_spread":0.2057097434803923,"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."}}