{"id":"W4302026761","doi":"10.1101/2022.10.01.510397","title":"Effects of generations in captivity and elevated rearing temperature on Ontario hatchery brook trout ( <i>Salvelinus fontinalis</i> ) fry quality and survival","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ministry of Natural Resources and Forestry; University of Windsor","funders":"University of Windsor","keywords":"Salvelinus; Captivity; Hatchery; Biology; Trout; Fontinalis; Domestication; Captive breeding; Stocking; Fishery; Zoology; Animal science; Aquaculture; Salmonidae; Rainbow trout; Ecology; Fish <Actinopterygii>; Habitat","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":[0.0002271304,0.0002072739,0.0001602302,0.0002078906,0.0003007674,0.0003588177,0.0001790486,0.0001587054,0.001470563],"category_scores_gemma":[0.0003851505,0.0001002396,0.0002125823,0.0001237086,0.0002811546,0.0001516399,0.0002346109,0.0002880182,0.0001004991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243798,"about_ca_system_score_gemma":0.0004618411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04952701,"about_ca_topic_score_gemma":0.1447612,"domain_scores_codex":[0.9998463,0.00002303608,0.000008606083,0.00004478733,0.00004240246,0.0000348564],"domain_scores_gemma":[0.9993312,0.0001192772,0.0002513552,0.00003735588,0.00007310927,0.0001876203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003324414,0.0003884145,0.6894723,0.0000439639,0.0002669035,0.0003148397,0.0005619143,0.0005259862,0.2964685,0.00005379911,0.0006707958,0.007908158],"study_design_scores_gemma":[0.000003370267,0.0002318915,0.9966599,0.000001324795,0.00001612794,0.0000178542,0.00005745971,0.0001169148,0.002786258,0.000004102834,0.0001024575,0.00000238014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996049,0.00004411504,0.00002848232,0.0000138326,0.000002378347,0.000001984137,0.00011086,0.000002342399,0.0001911014],"genre_scores_gemma":[0.9989378,0.00002869774,0.00006924971,0.00002137039,0.000002462776,0.000005768693,0.0002346934,0.00000335441,0.0006966805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.950473,"threshold_uncertainty_score":0.09847748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276789414408118,"score_gpt":0.2171126587581914,"score_spread":0.2043447646141102,"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."}}