{"id":"W4411109323","doi":"10.1016/j.jglr.2025.102606","title":"Dead giveaway: Rising mortality rates suggest effectiveness of Lake Erie grass carp (Ctenopharyngodon idella) response","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Great Lakes Fishery Commission; Ohio Division of Wildlife, Ohio Department of Natural Resources","keywords":"Grass carp; Fishery; Environmental science; Biology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008355643,0.0004037801,0.0001939792,0.0006833551,0.0003357561,0.0006860851,0.0004006579,0.000438933,0.001956097],"category_scores_gemma":[0.002986383,0.0001669599,0.0006069217,0.000451811,0.0003319435,0.0006973632,0.0007072537,0.0004384274,0.0003851338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00094503,"about_ca_system_score_gemma":0.0007275448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05931575,"about_ca_topic_score_gemma":0.1364175,"domain_scores_codex":[0.9996715,0.00006522534,0.00002597431,0.00009898308,0.00007041915,0.00006790199],"domain_scores_gemma":[0.9990577,0.0001702215,0.0003584116,0.00006124788,0.0002566138,0.00009586242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051606,0.00003213062,0.9822364,0.00006864376,0.0001181076,0.0001655534,0.0003976466,0.005772047,0.001985277,0.00029585,0.001006381,0.007816818],"study_design_scores_gemma":[0.000006940613,0.0001392053,0.9827086,0.00004576107,0.00006580305,0.0000972494,0.0009366439,0.0124478,0.0006855623,0.000354275,0.002489931,0.00002228095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944922,0.0001485,0.001575214,0.0003707889,0.00001171951,0.00001336709,0.001019848,0.0000454522,0.002322911],"genre_scores_gemma":[0.9971343,0.0000870553,0.0007933619,0.00009522727,0.000005704413,0.00001078678,0.0007703918,0.000009683926,0.001093442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05931575,"threshold_uncertainty_score":0.117941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738602109805045,"score_gpt":0.3632375977946629,"score_spread":0.3258515766966125,"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."}}