{"id":"W4308567647","doi":"10.1139/cjfas-2022-0071","title":"Benefits of stocking fewer but larger individuals with implications for native fish recovery","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Reclamation; Utah Division of Wildlife Resources; U.S. Fish and Wildlife Service; Utah State University","keywords":"Stocking; Sucker; Biology; Fishery; Hatchery; Abundance (ecology); Range (aeronautics); Predation; Ecology; Fish <Actinopterygii>; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00109882,0.0003640002,0.0002693132,0.0002458908,0.0003700822,0.0005221382,0.0004483795,0.0003824647,0.004262122],"category_scores_gemma":[0.002910926,0.0001223579,0.0003900264,0.0002013514,0.0003523215,0.0006570256,0.0007738619,0.0003415657,0.0002088279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007962756,"about_ca_system_score_gemma":0.001005266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000729,"about_ca_topic_score_gemma":0.05808395,"domain_scores_codex":[0.9996978,0.00009339139,0.00002901954,0.00005896585,0.00005568582,0.00006517788],"domain_scores_gemma":[0.9986238,0.0003498899,0.0005563876,0.0001625144,0.0001010407,0.000206299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006056814,0.0007741511,0.9077061,0.0001615325,0.000410403,0.0003610523,0.0001432865,0.01734902,0.01558701,0.002232641,0.001048898,0.0536203],"study_design_scores_gemma":[0.000023495,0.0006667204,0.9831446,0.00003011216,0.0001714526,0.0004165221,0.0003181295,0.01130717,0.001188419,0.001348185,0.001369592,0.00001561026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966862,0.0001482676,0.0008335962,0.0003336635,0.00001010024,0.00001199057,0.0001894958,0.00001686744,0.001769888],"genre_scores_gemma":[0.9982411,0.00007154982,0.0007191249,0.00009632976,0.000006986608,0.000008152453,0.0001254743,0.000002718647,0.00072861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000729,"threshold_uncertainty_score":0.01989806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243599537231715,"score_gpt":0.2216239879075102,"score_spread":0.199187992535193,"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."}}