{"id":"W2914670992","doi":"10.3897/zookeys.819.24724","title":"Coleoptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Curculionidae; Fauna; Ecology; Biology; Barcode; Species diversity; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002969251,0.0007845886,0.0004429023,0.003455917,0.004609999,0.001912896,0.0006896227,0.0002865665,0.02992727],"category_scores_gemma":[0.001071299,0.0002167783,0.0003234152,0.005827317,0.0006451796,0.0007366145,0.0007384599,0.0007751413,0.004896868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01416896,"about_ca_system_score_gemma":0.0249194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770333,"about_ca_topic_score_gemma":0.9904247,"domain_scores_codex":[0.9992933,0.000024179,0.00002424067,0.0001036765,0.0003636858,0.0001909701],"domain_scores_gemma":[0.9990608,0.0000378923,0.00007768325,0.00002981232,0.0006332076,0.0001606435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003940196,0.00006992524,0.1410675,0.001728932,0.0001197587,0.0005429228,0.004919229,0.000442594,0.00466,0.008215923,0.323494,0.5143451],"study_design_scores_gemma":[0.00001496537,0.00003569164,0.2709825,0.0005211224,0.00004118195,0.000297357,0.001726419,0.0001422081,0.0002647733,0.0003808615,0.7255532,0.00003986477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1833043,0.06414684,0.00280256,0.003467818,0.0007958569,0.0008850452,0.2534607,0.001126269,0.4900106],"genre_scores_gemma":[0.5554675,0.05356757,0.01304861,0.003420248,0.0002182647,0.0004639721,0.1463462,0.0003621867,0.2271055],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02992727,"threshold_uncertainty_score":0.1028035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650700414606617,"score_gpt":0.2420306721477195,"score_spread":0.1955236680016534,"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."}}