{"id":"W6892190175","doi":"10.5063/f1tx3cpv","title":"Population characteristics of the lake trout in the Canadian Arctic reference lakes used to calibrate the lake trout population dynamics models described in Campana et al (2020; Suppl Table 2 in Nature Climate Change)","year":2020,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trout; Table (database); Arctic; Population; Salvelinus; Salmonidae","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002071912,0.000979674,0.001329761,0.0008728511,0.0003072052,0.0004414124,0.002250746,0.001046014,0.00009103655],"category_scores_gemma":[0.0007301483,0.0006685592,0.0001674872,0.003138113,0.0001232825,0.0007704927,0.0003689584,0.003786027,0.0001255687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665342,"about_ca_system_score_gemma":0.0006904458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4643342,"about_ca_topic_score_gemma":0.9987552,"domain_scores_codex":[0.9924453,0.002099569,0.001630829,0.001152934,0.001277865,0.001393535],"domain_scores_gemma":[0.9963794,0.0003452046,0.0009501587,0.001887896,0.0001647132,0.0002725865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001215243,0.0004071152,0.4266444,0.0008138219,0.0001099841,0.0003359418,0.007796399,0.00950583,0.00005630014,0.002812377,0.5500734,0.0002291861],"study_design_scores_gemma":[0.001143291,0.00008627823,0.897691,0.001166153,0.0001982668,0.00003141133,0.0004787335,0.04058763,0.000001572915,0.000497343,0.05711133,0.001007014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.183472,0.0000739635,0.000001698155,0.003800785,0.0004062317,0.002947157,0.8092322,0.00003747473,0.00002852032],"genre_scores_gemma":[0.4984714,0.00009667384,0.00001851956,0.00305108,0.00007605875,0.0002381946,0.4979405,0.0001021765,0.000005425217],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5344209,"threshold_uncertainty_score":0.9995766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686713126337723,"score_gpt":0.2806017567093136,"score_spread":0.2437346254459364,"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."}}