{"id":"W6892207628","doi":"10.5061/dryad.gf1vhhmpg","title":"Data From: Parentage‐based tagging combined with genetic stock identification is a cost‐effective and viable replacement for coded‐wire tagging in large‐scale assessments of marine Chinook salmon fisheries in British Columbia, Canada","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Chinook wind; Hatchery; Threatened species; Stock assessment; Oncorhynchus; Stock (firearms); Fisheries management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239634,0.000285738,0.0002080041,0.001464566,0.0006372456,0.0007427364,0.000640864,0.0002498706,0.009084492],"category_scores_gemma":[0.003097315,0.0002507379,0.0001438042,0.001440964,0.000182044,0.0003132346,0.0005604022,0.0002502428,0.002804979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529146,"about_ca_system_score_gemma":0.005837204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.80757,"about_ca_topic_score_gemma":0.934521,"domain_scores_codex":[0.9990838,0.00008130815,0.00007522952,0.0001048566,0.0005768967,0.00007783765],"domain_scores_gemma":[0.9951631,0.0003531456,0.0003873411,0.000226733,0.00359338,0.0002762584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002429926,0.00007067981,0.8279835,0.0001723264,0.00007239776,0.0001378456,0.0004891622,0.0006311566,0.006564965,0.0001248533,0.04396978,0.1195404],"study_design_scores_gemma":[0.00004620963,0.00005340781,0.9734615,0.00007985168,0.00004428199,0.00005216499,0.0004702615,0.002056712,0.002108814,0.00005250804,0.02155408,0.00002018949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8360156,0.0002774364,0.006999932,0.0007317768,0.0001505268,0.001226549,0.1235442,0.0006796307,0.03037441],"genre_scores_gemma":[0.8608016,0.0003114913,0.01763489,0.0003667034,0.00003544256,0.0008576707,0.07445834,0.0001565614,0.04537731],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.19243,"threshold_uncertainty_score":0.3871265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827519339447703,"score_gpt":0.3089685221681472,"score_spread":0.2806933287736701,"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."}}