{"id":"W2803390555","doi":"10.17161/jom.v0i79.6742","title":"A new socially parasitic <i>Braunsapis</i> (Hymenoptera: Apidae: Xylocopinae: Allodapini) from Vietnam, with a key to female socially parasitic <i>Braunsapis</i> in Asia","year":2018,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Key (lock); Arthropod mouthparts; Hymenoptera; Zoology; Apidae; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001127965,0.0009352269,0.002131866,0.0002040025,0.0008361521,0.000270158,0.001425581,0.0007110904,0.001312281],"category_scores_gemma":[0.0004167196,0.0004847533,0.00053784,0.001028819,0.0006289089,0.0005347126,0.0002261733,0.0007439592,0.0004981867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185724,"about_ca_system_score_gemma":0.0006035861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573627,"about_ca_topic_score_gemma":0.03755403,"domain_scores_codex":[0.9934623,0.0007269786,0.001789578,0.001062345,0.001175622,0.001783205],"domain_scores_gemma":[0.9961255,0.0009822423,0.001185545,0.0001894501,0.0006594619,0.0008578607],"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":[0.00340834,0.001113547,0.02109064,0.00007096554,0.001125097,0.001629246,0.004628467,0.00002014496,0.8705806,0.01501538,0.04325587,0.03806172],"study_design_scores_gemma":[0.003997156,0.009241613,0.7981662,0.0008126342,0.0004678829,0.0007111055,0.0007185581,0.00004082026,0.002607602,0.007553495,0.1738973,0.001785637],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658247,0.005446803,0.0001314636,0.01897002,0.0008193618,0.0007281915,0.0001231401,0.000105246,0.007851047],"genre_scores_gemma":[0.9879521,0.001139339,0.002957271,0.002093568,0.004380112,0.00004673787,0.00004440601,0.00002197347,0.001364501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867973,"threshold_uncertainty_score":0.9997604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296157042664254,"score_gpt":0.2456436230525711,"score_spread":0.2226820526259286,"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."}}