{"id":"W6949519010","doi":"10.5281/zenodo.15753295","title":"Parapterogramma poeciloptera Kuwahara & Marshall & Luk 2025, comb. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Post-Communist Economic and Political Transition","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Holotype; Seta; Dorsum; Thorax (insect anatomy); Keel; Bristle","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009008817,0.0001176821,0.0001534625,0.0001628486,0.003379478,0.0008552797,0.0009626673,0.000098476,0.01445729],"category_scores_gemma":[0.0002679718,0.0001364424,0.00007673386,0.0003769223,0.0004608179,0.000258458,0.0003695322,0.0002820492,0.007655529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210216,"about_ca_system_score_gemma":0.0000128932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003319623,"about_ca_topic_score_gemma":0.000009820054,"domain_scores_codex":[0.9981869,0.0005925429,0.0002491002,0.0002780009,0.0002100123,0.0004834688],"domain_scores_gemma":[0.9990439,0.00006940481,0.00005258994,0.0003581703,0.0002726061,0.0002032603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008469325,0.0002320127,0.00003580529,0.00005463229,0.00007739639,0.000009855032,0.004717031,0.000008376624,0.0002549885,0.6959382,0.1248543,0.1737328],"study_design_scores_gemma":[0.0003594697,0.00006232231,0.0009831724,0.00003559233,0.00001385562,0.000003984003,0.0008821978,0.00005642094,0.00004664566,0.003822032,0.9936013,0.0001330467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02120169,0.0001056828,0.002675654,0.008866266,0.0002277369,0.000408238,0.0001498814,0.0006667433,0.9656981],"genre_scores_gemma":[0.9907367,0.000236079,0.0001765063,0.00129588,0.0001439475,8.194657e-8,0.0006625938,0.0002702733,0.006477914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9695351,"threshold_uncertainty_score":0.997918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201817592086591,"score_gpt":0.3060422566827582,"score_spread":0.2540240807618923,"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."}}