{"id":"W2186521916","doi":"10.5109/19395","title":"Bumblebees Collected by the Kyushu University Expeditions to Central Asia (Hymenoptera, Apidae, Genus Bombus)","year":2011,"lang":"en","type":"article","venue":"ESAKIA","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hymenoptera; Apidae; Genus; Zoology; Central asia; Biology; Apoidea; Geography; Physical geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002092204,0.0004764344,0.0003929534,0.002264378,0.001823145,0.0004053432,0.0002040274,0.0001807428,0.003508231],"category_scores_gemma":[0.0003506421,0.0002395247,0.000168422,0.001752026,0.000402741,0.0002939288,0.0006387956,0.0002275314,0.0006744147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875152,"about_ca_system_score_gemma":0.0004419382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03682998,"about_ca_topic_score_gemma":0.1060895,"domain_scores_codex":[0.9998018,0.00001719205,0.00002424509,0.00002754591,0.00005703134,0.0000722338],"domain_scores_gemma":[0.9996537,0.00003157343,0.000126107,0.00002406306,0.00008364581,0.00008093364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003650527,0.00009796957,0.9152136,0.0001706205,0.0000771933,0.0006234327,0.005861761,0.00004958851,0.02296697,0.0000948066,0.001600592,0.05287839],"study_design_scores_gemma":[0.000006699689,0.00006826108,0.993105,0.00001636728,0.00002753532,0.0002012888,0.001238077,0.00001868599,0.0007216125,0.00001240726,0.004577901,0.000006106289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958799,0.0004959423,0.0000961948,0.00001569888,0.00001252032,0.00005522201,0.001515526,0.000008616249,0.001920511],"genre_scores_gemma":[0.9878753,0.001226524,0.001182641,0.00007430777,0.00002876054,0.0001452458,0.005353321,0.000006352471,0.0041076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03682998,"threshold_uncertainty_score":0.07323122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763066705151816,"score_gpt":0.1793038260143308,"score_spread":0.1416731589628127,"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."}}