{"id":"W4312604430","doi":"10.1002/2688-8319.12187/v3/decision1","title":"Decision letter for \"Towards effective ecological restoration: Investigating knowledge co‐production on fish–habitat relationships with Aquatic Habitat Toronto\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Habitat; Fish <Actinopterygii>; Ecology; Fish habitat; Aquatic ecosystem; Production (economics); Fishery; Environmental science; Geography; Biology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02452292,0.001303966,0.003779645,0.002322391,0.009535487,0.01187063,0.006472968,0.1075006,0.04652474],"category_scores_gemma":[0.09593761,0.001965744,0.003752865,0.002302862,0.00448503,0.005939887,0.005100229,0.03902352,0.03604534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007783902,"about_ca_system_score_gemma":0.03606694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03733913,"about_ca_topic_score_gemma":0.07848518,"domain_scores_codex":[0.9811064,0.002802672,0.002049255,0.001813224,0.00852802,0.003700413],"domain_scores_gemma":[0.9106632,0.03967092,0.002779684,0.002522613,0.03015709,0.01420649],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007864342,0.00003651271,0.0002109723,0.00004684875,0.00001526303,0.0001215872,0.00004193799,0.00002494648,0.00008428345,0.0008736929,0.9966884,0.001776824],"study_design_scores_gemma":[0.0003350376,0.00007683953,0.00305354,0.0003392879,0.00009114265,0.0001262584,0.0003870731,0.0005238057,0.0003281413,0.002812946,0.9918337,0.00009217121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008551474,0.0004402476,0.0003233009,0.9071605,0.07781015,0.0003834395,0.0008555724,0.0001604315,0.01201113],"genre_scores_gemma":[0.003193691,0.0003685019,0.0006077598,0.9040241,0.0206641,0.0004975364,0.0003225357,0.00008389049,0.0702379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9754771,"threshold_uncertainty_score":0.1556407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839252319185192,"score_gpt":0.3084424966592064,"score_spread":0.2600499734673544,"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."}}