{"id":"W6967499226","doi":"10.5061/dryad.5qfttdzh5","title":"Determining the upper thermal tolerance of Athabasca rainbow trout (Oncorhynchus mykiss) across naturally varying stream temperatures in the Athabasca River watershed","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Fisheries and Oceans Canada","funders":"","keywords":"Ectotherm; STREAMS; Habitat; Climate change; Rainbow trout; Hydrology (agriculture); Trout; Hypolimnion; Invertebrate","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004994415,0.0004667379,0.0005466421,0.001250698,0.00083239,0.0007256894,0.001205914,0.0004930085,0.005989796],"category_scores_gemma":[0.001599567,0.0002366668,0.0004658419,0.002977567,0.0002477333,0.000326289,0.0007845878,0.0004698144,0.003044339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014034,"about_ca_system_score_gemma":0.002667025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6098629,"about_ca_topic_score_gemma":0.7892908,"domain_scores_codex":[0.9997345,0.00003029765,0.00002221569,0.00009027516,0.00005948738,0.00006331885],"domain_scores_gemma":[0.9992022,0.0001389734,0.0001151351,0.00009679871,0.0003483894,0.00009847245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004429632,0.0001449156,0.314442,0.001257881,0.0002820359,0.0001684677,0.0006044034,0.002315115,0.001259665,0.001036223,0.6614189,0.01662754],"study_design_scores_gemma":[0.0002563796,0.00003307766,0.7988694,0.0004199299,0.0001430361,0.00008545136,0.0009510526,0.001849709,0.000549651,0.000599233,0.1961737,0.00006939253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02524677,0.0001444061,0.0001075509,0.0001311876,0.00001306651,0.00002098684,0.9729052,0.00008869947,0.001342168],"genre_scores_gemma":[0.02899006,0.00009772345,0.0005456225,0.00006113167,0.000005227301,0.000140968,0.9689116,0.0000309577,0.001216628],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3901371,"threshold_uncertainty_score":0.7848694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418318656965958,"score_gpt":0.3151946223238573,"score_spread":0.2910114357541977,"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."}}