{"id":"W6892419507","doi":"10.5281/zenodo.10165038","title":"Closterocerus cincinnatus Girault 1916","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tarsus (eyelids); Claw; Vertex (graph theory); Wing; Antenna (radio); Holotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001003219,0.0005011055,0.0001766651,0.0008541914,0.0009382233,0.0003142312,0.0003589126,0.0002271276,0.007408114],"category_scores_gemma":[0.0002576743,0.0001150046,0.0001057248,0.0005998013,0.0003484951,0.0002660222,0.0006027455,0.0001916536,0.001066018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007691929,"about_ca_system_score_gemma":0.000161606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397247,"about_ca_topic_score_gemma":0.04644259,"domain_scores_codex":[0.9998771,0.00000884344,0.00001132794,0.00004652165,0.00003449572,0.000021731],"domain_scores_gemma":[0.9998667,0.00001069686,0.00005854337,0.00001203415,0.00002874666,0.00002328712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004846692,0.0001684545,0.4714278,0.0009890808,0.0001328136,0.006506869,0.003037282,0.001142075,0.05554304,0.003011351,0.02871429,0.4288423],"study_design_scores_gemma":[0.00002288979,0.0001083044,0.877962,0.0001828961,0.00003462378,0.003720241,0.0009218461,0.0002057472,0.001311234,0.0002278002,0.115283,0.00001944097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.840196,0.006498121,0.0005647065,0.0002418019,0.0002597039,0.0001346879,0.002306058,0.000243124,0.1495558],"genre_scores_gemma":[0.9912949,0.001067907,0.0005516363,0.0001424709,0.00004681098,0.0000277592,0.00100463,0.000007879566,0.005856004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397247,"threshold_uncertainty_score":0.04766589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654060104937549,"score_gpt":0.2061104687492217,"score_spread":0.1695698676998462,"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."}}