{"id":"W7133279260","doi":"","title":"Science Response : SEP Broodstock Management","year":2024,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broodstock; Hatchery; Fish hatchery; Chinook wind; Captive breeding; Selection (genetic algorithm)","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":[0.002698806,0.0004689229,0.0003928057,0.0008542646,0.002410081,0.002022353,0.00147142,0.008539889,0.1479814],"category_scores_gemma":[0.0104676,0.0002913581,0.0006280554,0.0006460232,0.0009968921,0.0009432687,0.00209787,0.006478673,0.04160102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395006,"about_ca_system_score_gemma":0.009711268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03313797,"about_ca_topic_score_gemma":0.07723588,"domain_scores_codex":[0.9977555,0.0002532818,0.0001535763,0.000254572,0.00117315,0.000410017],"domain_scores_gemma":[0.9887889,0.001490556,0.0004934182,0.0004242464,0.006737178,0.002065758],"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":[0.0000429616,0.00002594062,0.0007450703,0.00007501931,0.000003519149,0.0001233332,0.00004647273,0.00003127259,0.0002362066,0.0004447975,0.9860297,0.01219568],"study_design_scores_gemma":[0.00002640507,0.00002694398,0.002032814,0.00006041208,0.000002794822,0.00003681098,0.0001391417,0.00004551926,0.0001162683,0.000352474,0.9971523,0.00000797655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004883417,0.0009532935,0.001116298,0.6412027,0.04124957,0.001116037,0.01244602,0.002277912,0.2947548],"genre_scores_gemma":[0.01984012,0.001149963,0.001798818,0.5097258,0.009908643,0.0006934603,0.005645594,0.0003451469,0.4508924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.966862,"threshold_uncertainty_score":0.4950471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008478022401678893,"score_gpt":0.2471845647598887,"score_spread":0.2387065423582098,"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."}}