{"id":"W3130182607","doi":"10.1111/eff.12598","title":"Urbanization correlates with altered growth and reduced survival of a small‐bodied, imperilled freshwater fish","year":2021,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Urbanization; Threatened species; Notropis; Ecology; Overexploitation; Biology; Vital rates; Population; Freshwater fish; Geography; Endangered species; Population growth; Fishery; Fish <Actinopterygii>; Demography; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001316349,0.0001168756,0.00007646759,0.0003595412,0.0002019678,0.0002020335,0.00008533975,0.0001033722,0.001762765],"category_scores_gemma":[0.000395242,0.00008391454,0.0001444916,0.0002526495,0.0002874504,0.0001279829,0.0002287231,0.000173453,0.000107503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004814,"about_ca_system_score_gemma":0.0002302137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563332,"about_ca_topic_score_gemma":0.03984798,"domain_scores_codex":[0.9999344,0.000009773331,0.000005253425,0.00002117368,0.00001464041,0.00001472692],"domain_scores_gemma":[0.999504,0.00005781061,0.000290354,0.00002140317,0.00005848431,0.00006795773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008067569,0.00002195051,0.9908001,0.00001001236,0.00001881882,0.0001185491,0.0001496972,0.000204017,0.006675395,0.00003203862,0.0001023307,0.001786469],"study_design_scores_gemma":[3.453873e-7,0.0000129431,0.9995595,0.00000101114,0.000002690166,0.00003448022,0.0001102715,0.0001026237,0.0001270685,0.000009037273,0.00003929572,7.869474e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997166,0.00001046629,0.00003340577,0.000007977517,6.492963e-7,8.402558e-7,0.00004516663,0.000001685726,0.0001833049],"genre_scores_gemma":[0.9997992,0.00001011706,0.0000309313,0.000003227775,6.337575e-7,0.000001647483,0.00004406734,7.006672e-7,0.0001095238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563332,"threshold_uncertainty_score":0.03108466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008088204440793896,"score_gpt":0.187660947388762,"score_spread":0.1795727429479682,"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."}}