{"id":"W6968239316","doi":"10.5281/zenodo.15801426","title":"Parapterogramma ofiensis Kuwahara, Marshall & Luk, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scutellum; Bristle; Holotype; Type locality; Thorax (insect anatomy); Apex (geometry); Dorsum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001968852,0.001414962,0.0005676316,0.002557138,0.002406581,0.0008801331,0.0007652211,0.001121986,0.01314142],"category_scores_gemma":[0.0004530043,0.00038102,0.0004128633,0.001762178,0.000855121,0.00223907,0.0007509846,0.001157376,0.005838502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010404,"about_ca_system_score_gemma":0.000803092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132638,"about_ca_topic_score_gemma":0.03413677,"domain_scores_codex":[0.9997808,0.00001745023,0.00003301212,0.00008415112,0.00003717572,0.00004732973],"domain_scores_gemma":[0.9997914,0.00002158434,0.0001010416,0.00002389005,0.00004219296,0.00001988879],"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":[0.0009771053,0.0004679014,0.08146179,0.002801314,0.0003255982,0.006690153,0.003298932,0.0008853707,0.02376013,0.003636922,0.05190607,0.8237887],"study_design_scores_gemma":[0.0002671807,0.0004136343,0.5051693,0.002858263,0.0005421368,0.02458277,0.005081777,0.001121191,0.003315184,0.001307611,0.4552315,0.0001093497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4912041,0.06140732,0.01116391,0.002938627,0.003696846,0.004007523,0.02822304,0.002053958,0.3953048],"genre_scores_gemma":[0.9070371,0.02702242,0.01525684,0.00220835,0.0004852161,0.001020287,0.01020914,0.0001797746,0.03658098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02132638,"threshold_uncertainty_score":0.04396242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183289319561768,"score_gpt":0.2712738166433685,"score_spread":0.2394409234477509,"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."}}