{"id":"W2736590871","doi":"10.1002/eco.1891","title":"Riparian and geomorphic controls on thermal habitat dynamics of pools in a temperate headwater stream","year":2017,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology; Fonds de recherche du Québec – Nature et technologies","keywords":"Riparian zone; Habitat; Environmental science; STREAMS; Temperate climate; Hydrology (agriculture); Ecology; Vegetation (pathology); Stream bed; Geology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001689136,0.00009118436,0.0001573977,0.0004507824,0.0002869309,0.0003762616,0.0001362553,0.0001049209,0.00133902],"category_scores_gemma":[0.0003416492,0.0001231865,0.0001137397,0.0002707576,0.0002809075,0.0001909786,0.0003767988,0.00006133781,0.0001245783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750986,"about_ca_system_score_gemma":0.0002231717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729903,"about_ca_topic_score_gemma":0.01234858,"domain_scores_codex":[0.9999235,0.00002513436,0.000005797991,0.00001736983,0.000008198052,0.00001990796],"domain_scores_gemma":[0.9997342,0.00004028499,0.00009899354,0.00001093167,0.00002556042,0.00008997285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003682843,0.0001681127,0.9589322,0.00003676619,0.00009421736,0.0004315842,0.0007209009,0.001004343,0.03142481,0.0001562343,0.0001288719,0.006533822],"study_design_scores_gemma":[0.000001904722,0.00004495068,0.9991348,0.000001525176,0.000006158722,0.00002906636,0.000153377,0.0004341306,0.0001212397,0.00002381521,0.00004708963,0.000001944094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998472,0.00001093606,0.00002636979,0.000001684323,1.387536e-7,0.000001099661,0.00001686563,7.484152e-7,0.00009502514],"genre_scores_gemma":[0.9998357,0.000009561916,0.00003588833,0.000002230553,6.810188e-7,0.000001936561,0.00002972151,7.668483e-7,0.0000834701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003729903,"threshold_uncertainty_score":0.007416427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007424968874920285,"score_gpt":0.2163518913277325,"score_spread":0.2089269224528122,"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."}}