{"id":"W6930878555","doi":"10.5281/zenodo.15753447","title":"Fig. 71. Pterogrammoides baloghi Papp, 1972 in A revision of Parapterogramma Papp and Pseudopterogramma Papp, with a review of the Parapterogramma genus group of the Pacific and Indomalayan regions (Diptera, Sphaeroceridae, Limosininae)","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Aedeagus; Genus; Group (periodic table); Scale (ratio); Holotype","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005987444,0.0003993054,0.0008375975,0.000626295,0.0005825543,0.0004945724,0.002099877,0.0001993866,0.001980034],"category_scores_gemma":[0.002545481,0.0002425714,0.0002228667,0.002685702,0.001290038,0.0001672485,0.001213753,0.0004003827,0.00004109472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005377277,"about_ca_system_score_gemma":0.00003162608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387077,"about_ca_topic_score_gemma":0.0001023597,"domain_scores_codex":[0.9932123,0.001927383,0.001329048,0.0009647585,0.002128081,0.0004383722],"domain_scores_gemma":[0.9953022,0.0002174059,0.00158537,0.001685012,0.001059576,0.0001504633],"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":[0.0002602062,0.0003339185,0.004267057,0.002573074,0.0001704632,0.000005433603,0.001244156,0.000005859835,0.000270801,0.001869515,0.159628,0.8293715],"study_design_scores_gemma":[0.001218332,0.0004481744,0.008475216,0.01018657,0.0001510514,0.00003856036,0.0006267393,0.00009501311,0.00009921325,0.0003343561,0.9780288,0.0002979865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2032618,0.1672182,0.01085794,0.01246742,0.003030173,0.04158921,0.003141342,0.001548228,0.5568857],"genre_scores_gemma":[0.9685328,0.01276615,0.001145967,0.0002282809,0.00009643645,0.000002654717,0.000412006,0.001283031,0.01553265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8290735,"threshold_uncertainty_score":0.9989323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0766355773261495,"score_gpt":0.3035323308206423,"score_spread":0.2268967534944928,"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."}}