{"id":"W7095755507","doi":"","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":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Freshwater fish; Fish <Actinopterygii>; Bass (fish); Age structure; Fishing; Latitude; Fish stock","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02032503,0.0008818548,0.001754602,0.01773031,0.001649518,0.004656235,0.004641405,0.001629149,0.009165114],"category_scores_gemma":[0.03491337,0.000954002,0.002165066,0.02952191,0.001481713,0.005475898,0.001774722,0.001851398,0.00350795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266021,"about_ca_system_score_gemma":0.07895593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2046786,"about_ca_topic_score_gemma":0.2801979,"domain_scores_codex":[0.9878963,0.001698265,0.00382149,0.0007519809,0.004990174,0.0008418357],"domain_scores_gemma":[0.9146131,0.00941695,0.0100277,0.00160349,0.06159991,0.00273887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007182191,0.0001004163,0.004947887,0.02946132,0.00008275604,0.0000998554,0.0003941032,0.0002229749,0.0004765289,0.002823761,0.1627204,0.7985981],"study_design_scores_gemma":[0.00001732487,0.00008358475,0.01623628,0.04523825,0.0002494744,0.0001921068,0.0009300095,0.0001401424,0.0003350748,0.0007185813,0.9358051,0.00005412466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001558491,0.939567,0.001756246,0.02862655,0.00432197,0.0005770609,0.003904943,0.0003152505,0.01937258],"genre_scores_gemma":[0.006414994,0.9702681,0.006868109,0.00524219,0.0007756049,0.0005815886,0.003311075,0.0000621155,0.006476267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2046786,"threshold_uncertainty_score":0.4069745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591719344165885,"score_gpt":0.2752069170405524,"score_spread":0.2592897235988936,"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."}}