{"id":"W1980397467","doi":"10.1139/f03-157","title":"Detecting persistent change in the habitat of salmon-bearing streams in the Pacific Northwest","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oregon State University; Colorado State University","keywords":"Oncorhynchus; Habitat; Threatened species; Endangered species; STREAMS; Ecology; Fishery; Geography; Environmental science; Fish <Actinopterygii>; Biology","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":[0.001364179,0.0001370995,0.0002335385,0.0008254793,0.0004669286,0.0005816921,0.0005710639,0.0002867507,0.0003873835],"category_scores_gemma":[0.003697256,0.0002359834,0.00009387015,0.001034316,0.0003162237,0.0005934442,0.0004917218,0.0003763185,0.00008511795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008778822,"about_ca_system_score_gemma":0.0008976741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1398664,"about_ca_topic_score_gemma":0.3813806,"domain_scores_codex":[0.999496,0.0001215228,0.00004369227,0.0001325079,0.0001397268,0.00006644306],"domain_scores_gemma":[0.9978259,0.000445485,0.0008288996,0.0001375203,0.0004691535,0.0002931131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003247081,0.00002384669,0.9883013,0.00001311631,0.00002392998,0.00001926058,0.0001129677,0.0002611705,0.0009430489,0.00001841675,0.0001463132,0.01010405],"study_design_scores_gemma":[0.00000284769,0.00003538885,0.9981111,0.000009036045,0.00001272167,0.00002904247,0.000328379,0.0009187157,0.0003129106,0.0000340391,0.0002025171,0.000003235949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983799,0.0001496894,0.0006557495,0.00004926028,0.00000313971,0.00001011886,0.000359666,0.00001413108,0.0003783513],"genre_scores_gemma":[0.9975674,0.0001487509,0.001514184,0.00002523015,0.000004243837,0.00001320551,0.0005135197,0.000003210126,0.0002102686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8601336,"threshold_uncertainty_score":0.2781045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469963316841516,"score_gpt":0.2095542124661171,"score_spread":0.1848545792977019,"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."}}