{"id":"W2132524561","doi":"10.17161/jom.v0i10.4513","title":"A new species of <i>Chiasmognathus</i> from Kazakhstan (Hymenoptera: Apidae)","year":2013,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Hymenoptera; Apidae; Central asia; Male genitalia; Zoology; Genus; Biology; Geography; Physical geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001940481,0.0001802658,0.0005973455,0.00003190413,0.00009923302,0.00003630696,0.0004054981,0.0001351842,0.002983014],"category_scores_gemma":[0.0001133087,0.00006665968,0.0002101419,0.0001583037,0.0001121095,0.0001828939,0.0001000924,0.0001824615,0.0001053637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263715,"about_ca_system_score_gemma":0.00002140766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573683,"about_ca_topic_score_gemma":0.0009529662,"domain_scores_codex":[0.9984924,0.0001000938,0.0006293475,0.0001711432,0.0002951541,0.0003118594],"domain_scores_gemma":[0.9986122,0.0004525542,0.0005303744,0.00003372801,0.0002069174,0.0001642636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009536775,0.00008119819,0.01066943,0.000004155729,0.0001199107,0.00002922268,0.000228929,7.350887e-7,0.9136097,0.001833408,0.05138312,0.02194476],"study_design_scores_gemma":[0.0004240354,0.0009375346,0.7321827,0.00005838671,0.0000557567,0.00007228204,0.0002767726,0.000005860912,0.005259138,0.004873888,0.2556663,0.00018737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815454,0.00503621,0.00001121657,0.004413138,0.000388188,0.00008420205,0.00002722704,0.00001292278,0.008481426],"genre_scores_gemma":[0.994927,0.001061935,0.0007415615,0.0001996103,0.001481788,0.0000015069,0.00000534761,0.000001252089,0.001579964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9083506,"threshold_uncertainty_score":0.9979284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499085296199655,"score_gpt":0.2034791404416061,"score_spread":0.1784882874796095,"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."}}