{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005513444,0.0001085239,0.0001463548,0.000004527458,0.00008312301,0.00003382878,0.0001679176,0.0000500334,0.004557546],"category_scores_gemma":[0.00002090838,0.00004484755,0.00005826067,0.0001342579,0.00003015034,0.0001327705,0.00004604485,0.00006340589,0.0001712641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003905448,"about_ca_system_score_gemma":0.00003174019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7804301,"about_ca_topic_score_gemma":0.7554882,"domain_scores_codex":[0.9991934,0.00003457285,0.0002131106,0.0001709914,0.0001713775,0.0002165153],"domain_scores_gemma":[0.9995881,0.00006523111,0.00009037709,0.00005996256,0.00009088852,0.0001053885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001103307,0.0000731825,0.8505593,0.00001047282,0.00001060416,0.000002757209,0.00001863998,0.000003006067,0.001765453,0.0003582978,0.002651368,0.1445359],"study_design_scores_gemma":[0.0001102591,0.00008995406,0.968345,0.00001352176,0.000005885665,0.000001071857,0.0001289454,0.0001247989,0.004006606,0.0001828552,0.02685273,0.0001383068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837919,0.00007606289,0.00002100607,0.0007544204,0.0001048019,0.0002296842,0.00003388678,0.00002263524,0.01496558],"genre_scores_gemma":[0.9991418,0.000004248595,0.00003510187,0.0002513847,0.0001224426,0.0000356981,0.0000622091,2.324823e-7,0.0003469383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443976,"threshold_uncertainty_score":0.9963524,"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."}}