{"id":"W2070107212","doi":"10.3897/zookeys.179.2627","title":"New Coleoptera records from New Brunswick, Canada: Dermestidae, Endecatomidae, Bostrichidae, and Ptinidae","year":2012,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Dermestidae; Fauna; Bostrichidae; Ecology; Zoogeography; Biology; Geography; Zoology; Larva; PEST analysis; Botany","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":[0.0001069191,0.0002236246,0.00022638,0.00001144508,0.0001867543,0.00009320689,0.0001899896,0.0001385066,0.002226801],"category_scores_gemma":[0.00006578882,0.0001096241,0.00005825806,0.0002376905,0.00002652987,0.0002739228,0.00009666728,0.0001738376,0.00009751712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044926,"about_ca_system_score_gemma":0.000587293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767526,"about_ca_topic_score_gemma":0.9890919,"domain_scores_codex":[0.9986567,0.00006112181,0.000260175,0.0003138587,0.0002101689,0.0004979203],"domain_scores_gemma":[0.998844,0.0002452101,0.0001090235,0.00008988697,0.00003141446,0.0006804769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002422297,0.00002341779,0.7552195,0.000001543169,0.00001130253,0.000002871608,0.00003463556,2.45543e-7,0.00006544716,0.0003168526,0.01054906,0.233751],"study_design_scores_gemma":[0.0002209159,0.00004700174,0.8170639,0.00001356822,0.00002113022,0.000004700856,0.0001022863,0.000008540972,0.001007799,0.0001483761,0.1811341,0.0002276678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868991,0.001199225,0.0001278155,0.001105455,0.0004279049,0.0001974171,0.00004195558,0.00006629701,0.00993483],"genre_scores_gemma":[0.9961661,0.00005145536,0.0004855959,0.0005915604,0.001259555,0.000004062858,0.0001825975,8.221872e-7,0.001258318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335233,"threshold_uncertainty_score":0.9986853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461683621038372,"score_gpt":0.1933175968434027,"score_spread":0.178700760633019,"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."}}