{"id":"W4410804415","doi":"10.1002/aff2.70071/v2/review1","title":"Review for \"Spatial and Temporal Variation in the Life-History Traits of Yellow Perch (&lt;i&gt;Perca flavescens&lt;/i&gt;) in the Canadian Waters of Lake Huron\"","year":2025,"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":"Perch; Fishery; Variation (astronomy); Fish <Actinopterygii>; Biology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.002868758,0.0007520205,0.001192307,0.00531868,0.001675061,0.001836258,0.002354719,0.001324093,0.034953],"category_scores_gemma":[0.01100839,0.000299004,0.0007539073,0.006211006,0.0009268364,0.001329741,0.001472772,0.0008760485,0.009654926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00700226,"about_ca_system_score_gemma":0.04711402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5516751,"about_ca_topic_score_gemma":0.7909783,"domain_scores_codex":[0.9985281,0.00009822225,0.0001519928,0.0001043236,0.0009469804,0.0001702442],"domain_scores_gemma":[0.979874,0.001173209,0.0006144611,0.0001988969,0.01727549,0.0008639467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003767581,0.00001073601,0.0004042349,0.009239304,0.00005305698,0.00006152054,0.0001313341,0.00003597898,0.0002664413,0.0007648962,0.8714687,0.1175262],"study_design_scores_gemma":[0.000009160422,0.000008297153,0.005316099,0.002961576,0.00007106131,0.0000429357,0.00008111943,0.00001148464,0.0000701351,0.00009910065,0.9913158,0.00001333364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002221649,0.8035433,0.0009574978,0.0760957,0.04694356,0.0005554384,0.0165961,0.0003114753,0.05277527],"genre_scores_gemma":[0.01092478,0.7782647,0.002519078,0.0170333,0.008056944,0.0003530426,0.01679833,0.0001795845,0.1658703],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4483249,"threshold_uncertainty_score":0.9019303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223913059098619,"score_gpt":0.2423807991329295,"score_spread":0.2199894932230676,"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."}}