{"id":"W4407015563","doi":"10.70227/bmjl5926","title":"Ciscoes (Coregonus, Subgenus Leucichthys) of the Laurentian Great Lakes and Lake Nipigon","year":2016,"lang":"en","type":"article","venue":"Miscellaneous Publication","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Fisheries and Oceans Canada; Golder Associates (Canada)","funders":"","keywords":"Coregonus; Subgenus; Fishery; Geography; Ecology; Biology; Fish <Actinopterygii>; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001388714,0.0002227336,0.0002029631,0.00151617,0.001075407,0.0003600483,0.0002408651,0.0001471082,0.002864341],"category_scores_gemma":[0.0004456961,0.0001250547,0.00009371301,0.001151117,0.0006622678,0.0003124254,0.0009901649,0.0001347949,0.0002703124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083839,"about_ca_system_score_gemma":0.001197777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1784695,"about_ca_topic_score_gemma":0.5825276,"domain_scores_codex":[0.9998612,0.00001889205,0.00000987251,0.00004429069,0.00002737399,0.00003819626],"domain_scores_gemma":[0.9996892,0.00002738813,0.00009833074,0.00001616911,0.00007034187,0.00009863759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004335227,0.00003120533,0.9358008,0.00018078,0.0001050643,0.0004859071,0.007007252,0.0001363841,0.02271662,0.001001921,0.0006038723,0.03149668],"study_design_scores_gemma":[0.000003369628,0.0000147038,0.9957071,0.00001401721,0.00001071958,0.0001395226,0.001918061,0.00007463049,0.0003090482,0.00005548713,0.00175014,0.000003268532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995032,0.0002806537,0.0001066906,0.00003651633,0.000004932672,0.00001172145,0.0002820705,0.000007601514,0.004237801],"genre_scores_gemma":[0.9971974,0.000141218,0.0002704079,0.00003796169,0.000003450797,0.00001718148,0.0003070242,0.000004612501,0.002020748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8215305,"threshold_uncertainty_score":0.3548614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812877001202454,"score_gpt":0.1757516411499771,"score_spread":0.1676228711379526,"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."}}