{"id":"W2096813363","doi":"10.1139/f03-107","title":"Thermal heterogeneity, stream channel morphology, and salmonid abundance in northeastern Oregon streams","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncorhynchus; Chinook wind; Rainbow trout; Riparian zone; Habitat; STREAMS; Abundance (ecology); Trout; Environmental science; Ecology; Fishery; Salmonidae; Relative species abundance; Cobble; Biology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002689558,0.0001088699,0.0001071481,0.0004348972,0.0001930795,0.0003616364,0.000156398,0.0001399174,0.0007221816],"category_scores_gemma":[0.0009648058,0.0001598878,0.0001532001,0.0004401602,0.0002206032,0.0002276256,0.0002303751,0.0001335297,0.00006180235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432544,"about_ca_system_score_gemma":0.0003105711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04413192,"about_ca_topic_score_gemma":0.1372321,"domain_scores_codex":[0.9998916,0.00002463517,0.00001723207,0.00002562126,0.00002448457,0.00001634505],"domain_scores_gemma":[0.9995335,0.0001148687,0.0002194864,0.00002173249,0.00004511415,0.00006520707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000459952,0.00001361,0.9983138,0.000002898277,0.00001808251,0.00002626219,0.00004041746,0.000129164,0.0003624629,0.000008297265,0.00002634892,0.001012663],"study_design_scores_gemma":[0.00000238796,0.00001381081,0.9993508,0.00000249782,0.000008719879,0.00002984442,0.0001082599,0.0003827966,0.00004571993,0.00001254796,0.00004145191,0.000001089726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998251,0.00001851278,0.00002295298,0.000006431288,4.340293e-7,9.522488e-7,0.00005324771,0.00000109167,0.00007136709],"genre_scores_gemma":[0.9996394,0.00003167382,0.0000536258,0.000004438184,0.000001180396,0.00000268062,0.0001625196,8.658964e-7,0.0001035236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04413192,"threshold_uncertainty_score":0.08775014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511169943306663,"score_gpt":0.20935573920662,"score_spread":0.1942440397735534,"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."}}