{"id":"W3173097470","doi":"10.1111/eff.12616","title":"Season‐specific survival rates and densities of coastal cutthroat trout across stream sizes in southwestern British Columbia","year":2021,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Trout; Oncorhynchus; STREAMS; Habitat; Range (aeronautics); Ecology; Biology; Fishery; Environmental science; Growing season; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002334136,0.0001130987,0.0004176639,0.00001524662,0.0001404839,0.00004636466,0.0001359468,0.00012023,0.002958804],"category_scores_gemma":[0.00004488448,0.00015875,0.0000483205,0.0001014804,0.001153341,0.0001557743,0.00062931,0.0001106142,0.00001540543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002936204,"about_ca_system_score_gemma":0.000009840219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975871,"about_ca_topic_score_gemma":0.9829614,"domain_scores_codex":[0.9987174,0.0001306517,0.000312724,0.000354759,0.0001196601,0.0003647638],"domain_scores_gemma":[0.9995125,0.000160013,0.0001087642,0.0001554232,0.0000247078,0.00003858983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000194961,0.0001488657,0.9587461,0.00003133726,0.00005306871,0.0001277944,0.001096098,0.00001801647,0.0002625753,0.000003703789,0.03924342,0.0002495281],"study_design_scores_gemma":[0.0009197146,0.00008867279,0.9921754,0.00001909982,0.00001521032,0.00001185827,0.002624049,0.00001081571,0.0007383261,0.0003107257,0.002948577,0.0001375522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973214,0.00004549538,0.000002277619,0.0004634944,0.0002466534,0.0001454355,0.0003159821,0.00001564914,0.001443572],"genre_scores_gemma":[0.9920589,0.0001946746,0.0002007961,0.0002362589,0.00001798809,0.00001834029,0.00004295591,0.00001070285,0.00721936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9789855,"threshold_uncertainty_score":0.9979526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009403802608818936,"score_gpt":0.214800531189258,"score_spread":0.2053967285804391,"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."}}