{"id":"W4318317969","doi":"10.1016/j.ecolind.2023.109935","title":"Testing for broad-scale relationships between freshwater habitat pressure indicators and Pacific salmon population trends","year":2023,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Pacific Salmon Foundation; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Government of Canada","keywords":"Habitat; Threatened species; Ecology; Habitat destruction; Biodiversity; Fishery; Abundance (ecology); Geography; Range (aeronautics); Population; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006198401,0.0005066294,0.0003727661,0.001367658,0.0009945987,0.001042882,0.0009728391,0.0005536674,0.001981173],"category_scores_gemma":[0.02229199,0.0003768947,0.001002174,0.002624526,0.001115438,0.001287786,0.001609316,0.00135284,0.0002041642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433603,"about_ca_system_score_gemma":0.001703147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06884548,"about_ca_topic_score_gemma":0.1190886,"domain_scores_codex":[0.995529,0.001757292,0.0003449073,0.001198701,0.0007217456,0.0004483451],"domain_scores_gemma":[0.9777126,0.01292459,0.005021909,0.001354348,0.001639388,0.001347079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001407481,0.00001067215,0.9980807,0.000008029135,0.0001584885,0.00001825243,0.00009905835,0.0001582249,0.0001059979,0.00002185774,0.00004846706,0.001276112],"study_design_scores_gemma":[0.000001666772,0.00008101998,0.9981791,0.000006429328,0.00004274118,0.00001925124,0.00029511,0.001157341,0.00004453132,0.00005314829,0.0001166342,0.000003170361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966826,0.0001295624,0.001259326,0.0001332714,0.00001257636,0.0000210332,0.0005954406,0.00001752988,0.001148561],"genre_scores_gemma":[0.9986779,0.00004763841,0.0006351461,0.00004238822,0.000006871058,0.0000274613,0.0003975264,0.000004452934,0.0001606304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06884548,"threshold_uncertainty_score":0.1368895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206767570842966,"score_gpt":0.2541922645998138,"score_spread":0.2221245888913841,"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."}}