{"id":"W6968599572","doi":"10.5281/zenodo.15753285","title":"Parapterogramma peckorum 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":"Holotype; Mount; Peck (Imperial); Rainforest; Honour","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":[0.0001647866,0.001583774,0.000523368,0.002742033,0.002824788,0.0007826467,0.0009310103,0.001571527,0.01964098],"category_scores_gemma":[0.0007142305,0.0004550786,0.0003178244,0.002252324,0.0009933823,0.003092704,0.001118707,0.00131906,0.009613447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258989,"about_ca_system_score_gemma":0.0007832276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322694,"about_ca_topic_score_gemma":0.02510967,"domain_scores_codex":[0.9997292,0.00001922842,0.000035591,0.0001000481,0.00005945304,0.00005636657],"domain_scores_gemma":[0.9997639,0.00003313817,0.0000969398,0.0000366568,0.00004628553,0.00002320081],"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":[0.0007162634,0.0002247623,0.02606689,0.001858528,0.0001848384,0.007328278,0.002441227,0.0007783241,0.02471843,0.003549279,0.06450581,0.8676274],"study_design_scores_gemma":[0.0002375336,0.0003145217,0.4290819,0.002066111,0.0003398414,0.0304602,0.003452089,0.000871347,0.003587259,0.001442102,0.5280592,0.00008794109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3508437,0.05333261,0.01174328,0.003035625,0.003006664,0.003265259,0.02021543,0.001972187,0.5525852],"genre_scores_gemma":[0.879354,0.02551566,0.01489915,0.002787784,0.0005597189,0.001422757,0.01008139,0.0002425671,0.06513704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01964098,"threshold_uncertainty_score":0.06570566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058058353970262,"score_gpt":0.2716982283347978,"score_spread":0.2411176447950952,"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."}}