{"id":"W6912396625","doi":"10.5281/zenodo.4412976","title":"Ditomyia sohnsi Fitzgerald 2020, n. sp.","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Pedicel; Ridge; Paratype; Scape","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002055629,0.0001387694,0.0001486617,0.00001428914,0.001645696,0.0005379179,0.0007243163,0.00004767927,0.02428355],"category_scores_gemma":[0.0004238662,0.00007169881,0.00006985436,0.0005967011,0.0001063181,0.0001745211,0.001089049,0.000203837,0.007116146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004026155,"about_ca_system_score_gemma":7.672689e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002983629,"about_ca_topic_score_gemma":0.000003547989,"domain_scores_codex":[0.9985963,0.0001736221,0.0001887077,0.0004082028,0.0002994159,0.0003337897],"domain_scores_gemma":[0.9993278,0.00004031574,0.00006532636,0.00009230997,0.0002575252,0.0002167114],"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":[0.00004591168,0.00005003816,0.00005409859,0.00001365639,0.00002047538,0.00001543162,0.0005156027,0.000006089923,0.009085588,0.0001212282,0.1375849,0.852487],"study_design_scores_gemma":[0.0001645709,0.0003276469,0.0654323,0.000008953692,0.000007581413,0.00001687786,0.0003151491,0.000108937,0.0003790848,0.00006826194,0.9330004,0.0001702658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1588094,0.0002326591,0.00007767452,0.04225249,0.0002120933,0.0006777031,0.0004111109,0.001840893,0.795486],"genre_scores_gemma":[0.9972012,0.00009447576,0.00005533006,0.001027415,0.0008137787,3.64614e-8,0.000593019,0.00006021532,0.0001545339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8523167,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778860996595009,"score_gpt":0.2143800477770952,"score_spread":0.1765914378111451,"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."}}