{"id":"W7097920148","doi":"","title":"Review of Canadian species of the genera Gnathusa Fenyes, Mniusa Mulsant & Rey... 9 Review of Canadian species of the genera Gnathusa","year":2016,"lang":"en","type":"article","venue":"","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nearctic ecozone; Genus; Taxonomy (biology); Holarctic; Taxonomic key","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005730428,0.001146941,0.001036412,0.01190576,0.001821221,0.001356427,0.001172571,0.0004751572,0.007885196],"category_scores_gemma":[0.00108669,0.000429676,0.0005547498,0.0168587,0.0007990299,0.001621754,0.0007427548,0.0006657683,0.001610478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00475568,"about_ca_system_score_gemma":0.01499766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.491404,"about_ca_topic_score_gemma":0.7798375,"domain_scores_codex":[0.9995135,0.00003400335,0.00006891727,0.00008888244,0.0002419003,0.00005287296],"domain_scores_gemma":[0.9984657,0.0001852121,0.0002234916,0.00003548887,0.0009455035,0.0001446111],"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":[0.0001099885,0.00002973712,0.003123883,0.03991615,0.0001410148,0.0004361089,0.001029574,0.0001791354,0.002662811,0.001720591,0.1320767,0.8185743],"study_design_scores_gemma":[0.000003275127,0.00001522835,0.01513996,0.0051003,0.0001413247,0.0005428665,0.0002879537,0.00002320904,0.000145282,0.0001650553,0.9784166,0.00001899208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008508881,0.9895354,0.0001683905,0.0004812018,0.0004678602,0.00001783064,0.0006811722,0.00002021317,0.007777094],"genre_scores_gemma":[0.005310042,0.9873254,0.001050867,0.000508711,0.0002430709,0.00001495475,0.001233087,0.00001288567,0.004300933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.508596,"threshold_uncertainty_score":0.9770874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05594452858395416,"score_gpt":0.2181929410755455,"score_spread":0.1622484124915914,"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."}}