{"id":"W7037907289","doi":"","title":"Factors influencing thermal variability and fish distribution in small boreal steams / by Lisa McKee.","year":2017,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; STREAMS; Precipitation; Ectotherm; Trout; Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001231827,0.00009204488,0.00007156191,0.0003231727,0.0005791385,0.0003340731,0.0001594291,0.00008553226,0.002442269],"category_scores_gemma":[0.0003237601,0.0000854879,0.00007536921,0.0002866837,0.0003268094,0.0001565504,0.0001916435,0.0001035834,0.0003567337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009743084,"about_ca_system_score_gemma":0.0004206675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.366808,"about_ca_topic_score_gemma":0.7303404,"domain_scores_codex":[0.9999309,0.000008708264,0.000003187136,0.00002798258,0.00001720358,0.00001204413],"domain_scores_gemma":[0.9998454,0.00001753268,0.00005109886,0.000004840322,0.00003501175,0.00004602137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007531109,0.00001790117,0.9810296,0.00001635317,0.00001097312,0.0001338368,0.001167523,0.00005339729,0.003699841,0.00003388233,0.001155603,0.01260591],"study_design_scores_gemma":[5.656624e-7,0.000009063839,0.9990495,0.000002821399,0.000001277903,0.00002225839,0.0003786097,0.0000493323,0.00003161392,0.000005452302,0.0004486351,8.987486e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983352,0.0001103913,0.00005502593,0.0001066562,0.000004685927,0.000005798595,0.0002482999,0.000004962465,0.001129028],"genre_scores_gemma":[0.9965932,0.0001409775,0.0002402422,0.00004701241,0.000007650538,0.000009544741,0.0002753482,0.000005753594,0.002680373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6331921,"threshold_uncertainty_score":0.7293458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586644104923198,"score_gpt":0.3036027999741636,"score_spread":0.2477363589249316,"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."}}