{"id":"W6930948137","doi":"10.5281/zenodo.15801434","title":"Parapterogramma simplex Kuwahara, Marshall & Luk, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Peck (Imperial); Holotype; Seta; San Joaquin; Cobble","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":[0.0006357222,0.0001317712,0.0001826743,0.00004854683,0.00155112,0.000615132,0.000703543,0.00007257899,0.03052682],"category_scores_gemma":[0.000693651,0.00006703095,0.00009590016,0.0008324165,0.0001279814,0.00009565857,0.0004931303,0.0001965389,0.002616255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004156786,"about_ca_system_score_gemma":9.186857e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004916272,"about_ca_topic_score_gemma":0.000003773489,"domain_scores_codex":[0.9982539,0.0004872399,0.00025751,0.0004102439,0.0002378537,0.0003532242],"domain_scores_gemma":[0.9992034,0.000148925,0.00006424657,0.0001451111,0.0002922419,0.0001460095],"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":[0.0000492226,0.0001157003,0.00002711968,0.00001503025,0.00004725566,0.00001049431,0.00004683261,0.000006950401,0.02129552,0.01617381,0.06823129,0.8939807],"study_design_scores_gemma":[0.000132228,0.0001253556,0.01066753,0.0000146412,0.00002216372,0.000007884499,0.0001519916,0.0003552947,0.0004074893,0.001637458,0.9863444,0.0001335604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4979433,0.0004752615,0.01204011,0.01205253,0.0003846417,0.001152101,0.0009752992,0.001907417,0.4730693],"genre_scores_gemma":[0.9910625,0.0001182614,0.001345336,0.0009523514,0.0002000001,7.997911e-8,0.001649747,0.00005944322,0.004612258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9181131,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037509681330205,"score_gpt":0.2953660464999173,"score_spread":0.2249909496866153,"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."}}