{"id":"W6969501559","doi":"10.5281/zenodo.8319517","title":"Lasioglossum Curtis 1833","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Seta; Key (lock); Appendage; Oblique case; Dorsum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001210032,0.0009893379,0.0005315965,0.00212314,0.002242673,0.0006906099,0.000757022,0.0008086266,0.04381985],"category_scores_gemma":[0.0004281411,0.000243518,0.000171798,0.00138377,0.001036767,0.001617643,0.001758634,0.0009575366,0.0133241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601054,"about_ca_system_score_gemma":0.0009012875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03203835,"about_ca_topic_score_gemma":0.06282064,"domain_scores_codex":[0.9997619,0.00001922978,0.00002193472,0.00007845259,0.00008381546,0.0000347445],"domain_scores_gemma":[0.9998754,0.00001803092,0.00003484944,0.00001002254,0.0000420429,0.00001963081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002498869,0.0001229044,0.01532894,0.000956602,0.00005045324,0.003764106,0.003480084,0.0006455762,0.02577554,0.01037682,0.07120087,0.8680483],"study_design_scores_gemma":[0.00004388077,0.0002091461,0.06124898,0.00046315,0.00006891047,0.00387341,0.001822199,0.000330359,0.001250688,0.002695566,0.9279554,0.00003821083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1319452,0.02260933,0.006515416,0.002115677,0.001364169,0.0005613253,0.004279253,0.002125397,0.8284841],"genre_scores_gemma":[0.8001534,0.009114285,0.007202575,0.002942468,0.000768799,0.0004251043,0.004649203,0.0002577085,0.1744865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04381985,"threshold_uncertainty_score":0.146592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028680232162999,"score_gpt":0.2339797314475471,"score_spread":0.1836929291259171,"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."}}