{"id":"W2121223569","doi":"10.1577/1548-8446(2007)32[329:csarof]2.0.co;2","title":"Current Status and Review of Freshwater Fish Aging Procedures Used by State and Provincial Fisheries Agencies with Recommendations for Future Directions","year":2007,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Fish <Actinopterygii>; Current (fluid); Freshwater fish; State (computer science); Fish stock; Business; Natural resource economics; Economics; Biology; Oceanography; Computer science","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":[0.0002022065,0.0001362018,0.0001866688,0.00002458134,0.0003562443,0.00002822051,0.00005567168,0.00002586383,0.0003471116],"category_scores_gemma":[0.00006686394,0.000106765,0.00001918237,0.0001134137,0.0003996659,0.0003487282,0.0001207353,0.00006841357,9.198693e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097917,"about_ca_system_score_gemma":0.00001423857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125595,"about_ca_topic_score_gemma":0.056326,"domain_scores_codex":[0.9991952,0.00002117211,0.0002013047,0.0002283961,0.00009955902,0.0002543709],"domain_scores_gemma":[0.9996663,0.00007089757,0.00010801,0.00008700023,0.00002047058,0.00004733073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004531067,0.00004643592,0.4463683,0.001676993,0.00004520198,5.668551e-7,0.004649574,2.144156e-7,0.00002244069,0.00002141282,0.5348352,0.0122884],"study_design_scores_gemma":[0.0001980444,0.0001246105,0.2050294,0.0002159717,0.00004373855,0.000001203813,0.001514011,0.000001730612,0.0001522488,0.0001367616,0.7924491,0.0001331988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9527587,0.009692571,0.0005256339,0.03010191,0.0004877711,0.00220528,0.0008032207,0.0001137497,0.003311191],"genre_scores_gemma":[0.350111,0.578469,0.02949418,0.01561791,0.0006204222,0.00293903,0.001293545,0.0002180583,0.0212369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6026477,"threshold_uncertainty_score":0.9608936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141161267078241,"score_gpt":0.2400344375332139,"score_spread":0.2286228248624315,"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."}}