{"id":"W4409350556","doi":"10.1086/742300","title":"Restoration of urban salmon habitat has limited effects on a key ecosystem function","year":2025,"lang":"en","type":"preprint","venue":"Freshwater Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Habitat; Key (lock); Ecosystem; Function (biology); Restoration ecology; Ecology; Fishery; Environmental science; Environmental resource management; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006699163,0.0002408789,0.0002293269,0.0002878568,0.0004434221,0.0007266313,0.0003149309,0.0001502747,0.002108951],"category_scores_gemma":[0.001698673,0.0001137586,0.0003223597,0.00036599,0.0007453738,0.0002568876,0.0006839249,0.0002889944,0.0001013218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663695,"about_ca_system_score_gemma":0.002768969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1679086,"about_ca_topic_score_gemma":0.4246236,"domain_scores_codex":[0.9996618,0.0001288095,0.00001444537,0.00005963835,0.00005361044,0.00008172472],"domain_scores_gemma":[0.9988374,0.0001671591,0.0003814458,0.000098221,0.0001933357,0.0003223579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000315122,0.0002174447,0.976972,0.0000699251,0.0002056295,0.00007603281,0.0002012992,0.004302863,0.002600486,0.0003879149,0.0004453381,0.01420591],"study_design_scores_gemma":[0.000005376218,0.0001049492,0.9956773,0.0000218077,0.00004399336,0.00001698342,0.0004967871,0.002925483,0.0002122487,0.0001287269,0.0003629221,0.00000344845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989925,0.00008897279,0.0001266087,0.00007730473,0.000002002447,0.000004627552,0.0000492851,0.000006483748,0.0006521844],"genre_scores_gemma":[0.9995553,0.00005740942,0.0001099255,0.00001745004,0.00000126321,0.000002119643,0.00004121702,0.000001384144,0.0002139018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679086,"threshold_uncertainty_score":0.3338626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372949365223524,"score_gpt":0.2142037488136474,"score_spread":0.2004742551614121,"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."}}