{"id":"W6893426697","doi":"10.5281/zenodo.15801440","title":"Pseudopterogramma aestivale Kuwahara & Marshall & Luk 2025, comb. 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":"National laboratory; Peck (Imperial); Stereographic projection; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001523032,0.001642877,0.0004925646,0.001745014,0.002169502,0.0006711351,0.0009828841,0.001443714,0.01518518],"category_scores_gemma":[0.0006314929,0.000567923,0.0004781373,0.001315737,0.0006725842,0.002923337,0.001407421,0.00124039,0.0165046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606336,"about_ca_system_score_gemma":0.0005312741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008486431,"about_ca_topic_score_gemma":0.01675389,"domain_scores_codex":[0.9997382,0.00002221211,0.00004689692,0.0000909431,0.00007214962,0.00002961014],"domain_scores_gemma":[0.9995794,0.00004470565,0.0001452749,0.00007308183,0.0001126666,0.0000448192],"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":[0.0007723377,0.00023494,0.02385921,0.001566595,0.0002130637,0.007008892,0.00201612,0.001529725,0.03869481,0.002909197,0.0743488,0.8468464],"study_design_scores_gemma":[0.0003279435,0.0006401522,0.2633963,0.001085136,0.0004144266,0.0222619,0.002747968,0.001181604,0.003385628,0.002172459,0.7022589,0.0001274724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3322249,0.03879875,0.02674711,0.002260405,0.005081085,0.003906873,0.02462389,0.003059466,0.5632976],"genre_scores_gemma":[0.8303457,0.01855,0.02233055,0.003050264,0.0007149706,0.00184354,0.01687388,0.0002842932,0.1060068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518518,"threshold_uncertainty_score":0.05079949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129088327160961,"score_gpt":0.2737669196302623,"score_spread":0.2424760363586527,"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."}}