{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000673394,0.0001556252,0.0006441344,0.000005038328,0.00004114301,0.00001344897,0.0002136619,0.0001228767,0.001120781],"category_scores_gemma":[0.00001650363,0.00005169286,0.0002041625,0.000152291,0.0000136436,0.00002425798,0.00004900657,0.00009876696,0.00006700318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008242128,"about_ca_system_score_gemma":0.0002060506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3146023,"about_ca_topic_score_gemma":0.7018632,"domain_scores_codex":[0.9991832,0.00004981779,0.0002812436,0.000184005,0.0001341911,0.0001674757],"domain_scores_gemma":[0.9994859,0.0001585678,0.0002080966,0.00006076617,0.0000339484,0.00005268585],"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":[0.000001039236,0.00001069746,0.0001461822,0.0009468051,0.00001293526,0.000001513547,6.294915e-7,6.792477e-8,1.164453e-7,0.0001154092,0.001159552,0.997605],"study_design_scores_gemma":[0.00001761465,0.00003333357,0.0004052847,0.001011664,0.00006551132,0.00000140351,0.000005184822,5.260499e-7,0.000002508343,0.000006119149,0.9983191,0.0001316981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007158677,0.9816564,5.721905e-7,0.00002085031,0.0002363437,0.0003331181,0.0002345276,0.00001013616,0.01679224],"genre_scores_gemma":[0.00441585,0.9943571,0.000003954663,0.00002823414,0.0001340764,0.00002328779,0.0004136962,2.246892e-7,0.00062354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9974734,"threshold_uncertainty_score":0.9997923,"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."}}