{"id":"W4412161356","doi":"10.1139/facets-2024-0240","title":"A framework for the use of conservation hatcheries to support wild Pacific salmon recovery in Canada","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Fishery; Geography; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01506694,0.00108655,0.0007354761,0.003939931,0.007063438,0.006559795,0.005795714,0.004518151,0.009393305],"category_scores_gemma":[0.01323086,0.0008592603,0.00142319,0.002097032,0.004484332,0.002820574,0.004111601,0.002727784,0.0006099179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06319982,"about_ca_system_score_gemma":0.117959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.908472,"about_ca_topic_score_gemma":0.9406439,"domain_scores_codex":[0.9929485,0.002979567,0.0002945071,0.0007591366,0.001427233,0.001590951],"domain_scores_gemma":[0.9921609,0.002408842,0.0004277765,0.00024829,0.003364735,0.001389519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002380887,0.0000939458,0.004669402,0.0001093463,0.00004119607,0.0004697629,0.001192671,0.0968281,0.0003475286,0.8625444,0.01868169,0.01499803],"study_design_scores_gemma":[0.000215664,0.0001964132,0.0100727,0.001058575,0.0001688914,0.0002215226,0.00483441,0.3390898,0.0004975457,0.3704364,0.2729282,0.0002797956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03919106,0.003472705,0.506605,0.08947234,0.0005110935,0.003263522,0.002698899,0.00102747,0.3537579],"genre_scores_gemma":[0.5522609,0.002465157,0.3889175,0.00546493,0.000186011,0.002632061,0.0007410565,0.0001652441,0.04716714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.091528,"threshold_uncertainty_score":0.4585489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050339958204937,"score_gpt":0.2406608317702866,"score_spread":0.2101574321882373,"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."}}