{"id":"W2100567340","doi":"10.1139/a06-007","title":"Effect of a change in physical structure and cover on fish and fish habitat in freshwater ecosystems – a review and meta-analysis","year":2007,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Ecology; Abundance (ecology); Biomass (ecology); Community structure; Ecosystem; Freshwater fish; Biology; Environmental resource management; Fish <Actinopterygii>; Fishery; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243171,0.0006054605,0.005417295,0.0001435291,0.00004707608,0.0000114185,0.0001643743,0.0001704286,0.0009215392],"category_scores_gemma":[0.00004284638,0.0003775996,0.000564562,0.0003431947,0.0002853625,0.0001393198,0.000488852,0.0003385743,0.00004627415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540428,"about_ca_system_score_gemma":0.000001105972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000797317,"about_ca_topic_score_gemma":0.01107341,"domain_scores_codex":[0.9970316,0.0008674879,0.00078609,0.0007946225,0.0002133202,0.0003069325],"domain_scores_gemma":[0.9988205,0.0003082729,0.0004325237,0.0003615626,2.299266e-7,0.00007689487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005450576,0.0006411136,0.1182845,0.1577132,0.02648573,0.0001639743,0.0007329012,0.000002031887,0.000001703793,0.000009330525,0.03004124,0.6658698],"study_design_scores_gemma":[0.0002151037,0.0002378547,0.008477372,0.001157739,0.0925077,0.000007086018,0.00000195413,0.000004876689,5.609768e-7,0.00000437314,0.8970458,0.0003395849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00399612,0.9916285,2.023839e-7,0.0001390782,0.00001724378,0.003841388,0.0001933868,0.000003782959,0.00018033],"genre_scores_gemma":[0.001140635,0.9963124,0.00001787161,0.001644267,0.00001315291,0.0006275877,0.0000876363,0.00002248777,0.000133977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8670046,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409013365759009,"score_gpt":0.3206531557131526,"score_spread":0.2665630220555625,"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."}}