{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001814868,0.0001942992,0.0004334466,0.00005831313,0.0001435251,0.00001154617,0.0001736539,0.0001534903,0.003754895],"category_scores_gemma":[0.0001049239,0.0001631337,0.0000468779,0.0001702247,0.0006542312,0.0001337454,0.0004424518,0.0001235688,0.00001620385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000293399,"about_ca_system_score_gemma":0.00001468008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425704,"about_ca_topic_score_gemma":0.118197,"domain_scores_codex":[0.998615,0.0001380298,0.000357028,0.000427856,0.0001285039,0.0003335287],"domain_scores_gemma":[0.9993548,0.000127218,0.0001846431,0.0002263565,0.00005078419,0.00005613245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001497801,0.0001742023,0.9409122,0.00006876812,0.0002231512,0.00004053172,0.0009851456,0.00008457106,0.005975026,0.0001163123,0.05122533,0.00004494538],"study_design_scores_gemma":[0.001828927,0.000451451,0.9655838,0.00002229322,0.0001304533,0.0000230142,0.0003161641,0.0002378316,0.02743518,0.0005731942,0.003136242,0.0002614622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901664,0.00001238342,0.00005094742,0.002646888,0.0003426259,0.0002486611,0.00007241352,0.00003082674,0.006428834],"genre_scores_gemma":[0.9949668,0.0001046878,0.001717177,0.0009133287,0.0000304711,0.00003365486,0.0000985225,0.00002021522,0.002115164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180545,"threshold_uncertainty_score":0.9971558,"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."}}