{"id":"W6929762279","doi":"10.5061/dryad.3g1r4v3","title":"Data from: Variation in migration pattern, broodstock origin, and family productivity of coho salmon hatchery populations in British Columbia, Canada derived from parentage-based tagging.","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broodstock; Hatchery; Productivity; Population; Fisheries management; Brood; Selection (genetic algorithm); Genetic variation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003064554,0.0001798542,0.0003637233,0.0001625311,0.000537711,0.0006422533,0.0008100895,0.0001312571,0.001228004],"category_scores_gemma":[0.001278177,0.0002733897,0.0000209694,0.0005340682,0.000114748,0.0003835559,0.0008536877,0.0004383533,0.00006079223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585764,"about_ca_system_score_gemma":0.00006048982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8321274,"about_ca_topic_score_gemma":0.7618528,"domain_scores_codex":[0.9971358,0.0006100103,0.0004799109,0.00100464,0.000511947,0.0002576722],"domain_scores_gemma":[0.9983746,0.0001139486,0.0003532954,0.0008990701,0.0001816127,0.0000774042],"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":[0.00003797415,0.000105415,0.004363611,0.0000855797,0.00001853385,0.00002011579,0.0001220855,0.00006702924,0.003917024,4.191227e-7,0.9867827,0.004479516],"study_design_scores_gemma":[0.0006278157,0.00004414927,0.35014,0.0001160709,0.00003164172,0.000004173469,0.00009598766,0.0005729867,0.00006886571,0.00002208173,0.6480415,0.0002346248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2749732,0.0000881927,0.0002724466,0.0001391924,0.0003365256,0.0005822212,0.7235156,0.00004870943,0.00004391419],"genre_scores_gemma":[0.3925158,0.00008423388,0.00003072627,0.0001811652,0.00007566876,2.414233e-7,0.6069018,0.0001852206,0.0000251339],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3457764,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09176533718334343,"score_gpt":0.268842447359215,"score_spread":0.1770771101758716,"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."}}