{"id":"W4403144551","doi":"10.1016/j.aquaculture.2024.741699","title":"Producing a better smolt: Can ‘winter’ treatments combining low temperature and short daylength photoperiods enhance the smolt quality of Atlantic salmon?","year":2024,"lang":"en","type":"article","venue":"Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"Government of Canada","keywords":"Biology; photoperiodism; Fishery; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447556,0.0001933704,0.0002278252,0.00001636411,0.0002552345,0.00005619315,0.0001773975,0.0000854379,0.0001892055],"category_scores_gemma":[0.00003390278,0.000110374,0.00005789895,0.0001754257,0.000255987,0.0001374422,0.0002435111,0.0002327016,0.00001978663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004579215,"about_ca_system_score_gemma":0.000005089454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006463449,"about_ca_topic_score_gemma":0.002647609,"domain_scores_codex":[0.9988424,0.00008906666,0.0002139284,0.0004502657,0.0001729475,0.0002313889],"domain_scores_gemma":[0.9996139,0.00006192992,0.00004175954,0.0002430488,0.000006000574,0.00003337553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005966737,0.0002596113,0.7778205,0.0004091442,0.000823432,0.00009075984,0.03741894,0.00004686615,0.1172291,0.00014615,0.06262276,0.003073128],"study_design_scores_gemma":[0.0002119763,0.0001367063,0.977424,0.0001761831,0.0001493912,0.00001267971,0.001359,0.00005140037,0.01547474,0.0001357877,0.004590871,0.0002772584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920746,0.0002541257,0.000002987357,0.004874038,0.0001532622,0.0003843748,0.00001420298,0.00004532129,0.002197083],"genre_scores_gemma":[0.9965475,0.0001123376,0.00008286551,0.001323448,0.0000348937,0.00005707473,0.00002161907,0.00001135924,0.001808888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996035,"threshold_uncertainty_score":0.450092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028266267789306,"score_gpt":0.2605160439973311,"score_spread":0.250233381319438,"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."}}