{"id":"W6913069575","doi":"10.5281/zenodo.7960241","title":"Siamopsis sudzukii Smith 2023, nov. comb.","year":2023,"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":"Seta; Appendage; Paratype; Dorsum; Bilateral symmetry","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":[0.0001308242,0.001020361,0.00041783,0.001300483,0.0020786,0.0005505033,0.0004311567,0.0006206899,0.01307373],"category_scores_gemma":[0.0004828163,0.0003222389,0.000262918,0.001098833,0.0004519452,0.002063201,0.0009833022,0.0008261025,0.005977502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695011,"about_ca_system_score_gemma":0.0009914828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986413,"about_ca_topic_score_gemma":0.04265216,"domain_scores_codex":[0.9998206,0.00001188734,0.00002704338,0.00006043433,0.0000555797,0.00002451528],"domain_scores_gemma":[0.9997981,0.00002986831,0.00005612242,0.00001939828,0.00006595455,0.00003058269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005787511,0.0001933481,0.02705585,0.001911886,0.0002032369,0.005614717,0.002186981,0.001811294,0.05689051,0.006780679,0.1011487,0.795624],"study_design_scores_gemma":[0.0002290784,0.0002681019,0.2234455,0.0007143689,0.0002307916,0.01065977,0.001414467,0.001232101,0.003243185,0.002906238,0.7555891,0.00006720315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3900565,0.07299898,0.0204219,0.00273555,0.005403643,0.002511965,0.03427896,0.001771877,0.4698206],"genre_scores_gemma":[0.8434181,0.02349124,0.01891078,0.002236671,0.0008823611,0.0008712119,0.01981931,0.0001573394,0.09021294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01986413,"threshold_uncertainty_score":0.04373592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025983479908781,"score_gpt":0.2220946502401539,"score_spread":0.1718348154410661,"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."}}