{"id":"W1996402643","doi":"10.3897/zookeys.332.4753","title":"Pachybrachis (Coleoptera, Chrysomelidae, Cryptocephalinae) of Eastern Canada.","year":2013,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disjunct; Geography; Nova scotia; Population; Ecology; Biology; Archaeology; Demography","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":[0.00006151781,0.000424586,0.0001619182,0.001045033,0.003025379,0.000604127,0.0002978448,0.0001710776,0.008745612],"category_scores_gemma":[0.0001878992,0.0002097415,0.0001146011,0.002195809,0.0004996703,0.0003370605,0.0004366727,0.0002739261,0.001198656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007285131,"about_ca_system_score_gemma":0.007345427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866017,"about_ca_topic_score_gemma":0.9977967,"domain_scores_codex":[0.9998899,0.000004274583,0.000004516,0.00002102539,0.00004327287,0.0000370256],"domain_scores_gemma":[0.9998048,0.00000787409,0.00003248306,0.000007277102,0.00009723765,0.00005033445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000275761,0.00007117521,0.6581534,0.0006591309,0.0001044818,0.001444397,0.007390309,0.0004859007,0.01273978,0.001639046,0.0267361,0.2903005],"study_design_scores_gemma":[0.000004815524,0.00001785341,0.9553413,0.00005720892,0.00002000622,0.0003237905,0.002241171,0.0001195185,0.0001732848,0.00005497417,0.04163867,0.000007392162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8828933,0.008734697,0.000811227,0.0006541215,0.0000663523,0.000248426,0.0145911,0.0001773745,0.09182355],"genre_scores_gemma":[0.9467734,0.004860922,0.002180837,0.0003669127,0.000009868585,0.0000602843,0.005144226,0.00003217414,0.04057138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339835,"threshold_uncertainty_score":0.05285758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009937327811323197,"score_gpt":0.1746291467671154,"score_spread":0.1646918189557922,"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."}}