{"id":"W2023774045","doi":"10.14430/arctic522","title":"Population Genetics, Life History, and Ecology of Arctic Marine Fishes","year":2004,"lang":"en","type":"article","venue":"ARCTIC","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Arctic; Ecology; Range (aeronautics); Bycatch; Fishery; Geography; Biodiversity; Population; Gadus; Trawling; Oceanography; Biology; Fishing; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007941308,0.00009335971,0.00007960231,0.0008862219,0.0003856176,0.0003323339,0.0001474484,0.0001427289,0.0005675612],"category_scores_gemma":[0.0008494917,0.0001149203,0.0001382764,0.0005502729,0.0003465751,0.0002253095,0.0001881066,0.0001499533,0.00007290153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796594,"about_ca_system_score_gemma":0.0003681228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02425528,"about_ca_topic_score_gemma":0.04269189,"domain_scores_codex":[0.9998276,0.00006693991,0.000008163307,0.00004566974,0.00002966887,0.0000219352],"domain_scores_gemma":[0.9996667,0.0000963175,0.00008484544,0.00001696663,0.00007746912,0.00005776121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006196646,0.00002698852,0.9707707,0.00002085392,0.00007008266,0.00008414965,0.001353785,0.0004722856,0.007649626,0.0009844874,0.0001405727,0.01836449],"study_design_scores_gemma":[0.000001495128,0.00002948372,0.9984409,0.000004500348,0.000008629087,0.00007669618,0.0004795142,0.0002432289,0.0001260403,0.0001819511,0.0004033313,0.000004150773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985292,0.0002900795,0.0002986848,0.00004797519,0.000002251042,0.000002296144,0.00004171827,0.00000106161,0.0007867109],"genre_scores_gemma":[0.9985076,0.0003347438,0.0005789832,0.00002372746,0.000005413474,0.000006156752,0.00008885152,0.000001609047,0.0004528617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425528,"threshold_uncertainty_score":0.0482282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009974270732566225,"score_gpt":0.1896370853882521,"score_spread":0.1796628146556858,"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."}}