{"id":"W4400015944","doi":"10.1002/rra.4310","title":"Hydro‐thermal modelling of the potential impacts of reservoirs on water temperature and incubation time of Atlantic salmon and brook trout in the Tobique River, Canada","year":2024,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trout; Environmental science; Fishery; Hydrology (agriculture); Oceanography; Fish <Actinopterygii>; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121651,0.00003980748,0.0000611448,0.00003004431,0.0001284131,0.000008094261,0.00009615094,0.0000254613,0.00001337537],"category_scores_gemma":[0.00000547383,0.00002137117,0.000008016398,0.0001173117,0.0004108954,0.00005045936,0.0001495993,0.0001155512,0.000001103472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002290936,"about_ca_system_score_gemma":0.00001183497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03670789,"about_ca_topic_score_gemma":0.04174105,"domain_scores_codex":[0.9994649,0.00007301514,0.00008331397,0.0001132818,0.0001602793,0.0001051826],"domain_scores_gemma":[0.9997745,0.00008517021,0.00001428759,0.0001005559,0.000009153227,0.00001631654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005226688,0.0008501774,0.6082072,0.001601925,0.0003660653,0.00002619466,0.0354299,0.04899313,0.2482411,0.01925226,0.03343073,0.003078656],"study_design_scores_gemma":[0.0004267274,0.0002623081,0.9452948,0.0001155312,0.00003801068,0.000004119787,0.0008433759,0.02484247,0.01141481,0.01525532,0.001365488,0.0001370239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973576,0.00007368728,0.00002655392,0.001601908,0.000003198218,0.0003632403,0.00001307281,0.000001504992,0.0005592099],"genre_scores_gemma":[0.9995397,0.0001900509,0.00001366412,0.00002971926,0.000005968841,0.00002928273,0.000004457581,0.000002281395,0.0001848335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370877,"threshold_uncertainty_score":0.9757447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196611802723699,"score_gpt":0.2385950866832962,"score_spread":0.2266289686560592,"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."}}