{"id":"W2626343634","doi":"","title":"Restoration Management of Lake Trout in Lake Ontario – 41 Years and Still Not There","year":2012,"lang":"en","type":"article","venue":"AFS 142nd Annual Meeting","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trout; Fishery; Environmental science; Hydrology (agriculture); Geography; Fish <Actinopterygii>; Water resource management; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002655675,0.00005377399,0.00007740945,0.00001611955,0.00005607744,0.000003593236,0.00005400438,0.00003678005,0.0001889015],"category_scores_gemma":[0.000009043045,0.0000500522,0.00001280423,0.00005389416,0.00008015243,0.0001635209,0.0001794405,0.00006070641,0.00006240886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004177485,"about_ca_system_score_gemma":0.000001634818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128523,"about_ca_topic_score_gemma":0.3939423,"domain_scores_codex":[0.9995377,0.00002828448,0.00008993333,0.0001047224,0.00008711362,0.0001522298],"domain_scores_gemma":[0.9998505,0.00002372646,0.00004666117,0.000051893,0.000003082214,0.0000241922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001337117,0.0000344216,0.9916569,0.000007447996,0.000009329011,0.000004939736,0.00636864,0.00001824767,0.00006184737,0.0000325264,0.0003518145,0.001440507],"study_design_scores_gemma":[0.0001717801,0.00003185896,0.9812542,0.00001835425,0.00001159161,5.442193e-7,0.002404475,0.000001946167,0.00005282466,0.00001626955,0.01597909,0.00005709737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872668,0.00003730728,8.68156e-7,0.0001240263,0.00006402688,0.00007647554,0.00001382178,0.000006583765,0.01241009],"genre_scores_gemma":[0.9982936,0.0000212533,0.0004544861,0.0000652482,0.00001219849,0.000002056498,0.000002868217,0.000001887287,0.001146349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928138,"threshold_uncertainty_score":0.6171167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445286889720753,"score_gpt":0.2108203914340332,"score_spread":0.1963675225368257,"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."}}