{"id":"W3094201529","doi":"10.1002/aqc.3431","title":"Spawning habitat suitability for coastal cutthroat trout: Microhabitat and mesohabitat","year":2020,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Habitat; Riffle; Oncorhynchus; Trout; Environmental science; Substrate (aquarium); Channel (broadcasting); Fishery; Hydrology (agriculture); Froude number; Ecology; Flow (mathematics); Geology; Biology; Fish <Actinopterygii>; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001763612,0.0001678,0.0001203089,0.0004824695,0.0001569135,0.0002601363,0.00008706843,0.0001072229,0.00152252],"category_scores_gemma":[0.0004043627,0.00007908274,0.0002179667,0.0002344879,0.0001969872,0.0001583041,0.0002826271,0.0001097402,0.0001381334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901272,"about_ca_system_score_gemma":0.0001534127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006131103,"about_ca_topic_score_gemma":0.02768325,"domain_scores_codex":[0.9999253,0.00001152225,0.00000613765,0.00002363241,0.00001371516,0.00001985109],"domain_scores_gemma":[0.9996591,0.00007081089,0.0001197722,0.00001287107,0.00003641044,0.0001009972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150126,0.00002021936,0.9925969,0.00000784248,0.0000284869,0.00005365151,0.0001452624,0.0003341346,0.005150702,0.00002614888,0.0001076657,0.001413924],"study_design_scores_gemma":[0.000001541033,0.00003340638,0.9994383,0.000001077857,0.000003729216,0.00002370485,0.00007309396,0.0002996141,0.00009760636,0.00000796183,0.0000186743,0.00000113618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997703,0.000008583798,0.0000339593,0.000003076218,3.088463e-7,0.000001041788,0.00007471868,0.000001628332,0.0001062841],"genre_scores_gemma":[0.9997663,0.000004029971,0.00005636318,0.000001849659,6.033068e-7,0.000002038618,0.00009598421,0.000001051892,0.00007190134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006131103,"threshold_uncertainty_score":0.01219088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811009515759875,"score_gpt":0.2119234239816511,"score_spread":0.1938133288240523,"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."}}