{"id":"W2108476165","doi":"10.1002/rra.2632","title":"EVALUATING STATISTICAL APPROACHES TO QUANTIFYING JUVENILE CHINOOK SALMON HABITAT IN A REGULATED CALIFORNIA RIVER","year":2012,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"U.S. Fish and Wildlife Service; U.S. Geological Survey; California Energy Commission","keywords":"Chinook wind; Habitat; Akaike information criterion; Range (aeronautics); Occupancy; Environmental science; Scale (ratio); Univariate; Statistical model; Statistics; Fishery; Ecology; Multivariate statistics; Oncorhynchus; Geography; Fish <Actinopterygii>; Mathematics; Cartography; Biology","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":[0.03233104,0.0007842313,0.000563786,0.003537377,0.0006979257,0.002052724,0.001283566,0.0005911793,0.0002649677],"category_scores_gemma":[0.0711884,0.0004939036,0.001138671,0.001724233,0.001611439,0.001597194,0.0009369628,0.0006621504,0.00005069096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299638,"about_ca_system_score_gemma":0.001934703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332145,"about_ca_topic_score_gemma":0.03601778,"domain_scores_codex":[0.9868102,0.007972002,0.0009388754,0.001486821,0.002562755,0.0002293999],"domain_scores_gemma":[0.8871412,0.09338441,0.01176454,0.002496252,0.004680894,0.0005326835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002874552,0.000152047,0.7413589,0.0001750354,0.001199942,0.0000512886,0.000674648,0.1970398,0.001213547,0.001269607,0.0003910002,0.05618669],"study_design_scores_gemma":[0.00003435421,0.0009743551,0.3451758,0.00007210107,0.0001843949,0.00007768199,0.001260773,0.6468748,0.001463353,0.003226781,0.0005576778,0.00009783663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596913,0.0003966187,0.03815349,0.0001534072,0.00001357489,0.00008484288,0.0002244795,0.0001841916,0.001098084],"genre_scores_gemma":[0.9759353,0.00009162703,0.02360716,0.00002357339,0.00001240805,0.00007304217,0.0001668448,0.00001133781,0.00007877056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03233104,"threshold_uncertainty_score":0.1709849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2837028875210388,"score_gpt":0.401554266667616,"score_spread":0.1178513791465772,"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."}}