{"id":"W7077142819","doi":"10.5281/zenodo.16928259","title":"Hellwigia vitiensis Senjaya & A. D. Poulsen 2025, comb. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subject (documents); Product (mathematics); Identification (biology)","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":[0.0002351488,0.001178595,0.0005415332,0.001618254,0.001002912,0.0006919727,0.0009023955,0.0008117441,0.01471031],"category_scores_gemma":[0.0006616586,0.0004066965,0.0003205405,0.001164185,0.0006306959,0.001679705,0.00120849,0.0009298105,0.00630835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068331,"about_ca_system_score_gemma":0.0005328356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546209,"about_ca_topic_score_gemma":0.02936343,"domain_scores_codex":[0.9997919,0.00001440952,0.00001990956,0.00009481757,0.0000425762,0.00003636367],"domain_scores_gemma":[0.9998381,0.00002425851,0.00005227544,0.00002247376,0.00003405257,0.00002875096],"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":[0.0004970923,0.0001142667,0.03109424,0.001294916,0.0003092402,0.002507458,0.001722393,0.0017733,0.0323089,0.005820966,0.0611731,0.8613841],"study_design_scores_gemma":[0.000209119,0.0002860786,0.2828374,0.0008286019,0.0002167153,0.006642839,0.001867929,0.0004360148,0.002379867,0.002255121,0.7019792,0.00006115219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3475307,0.1317378,0.01418573,0.003372487,0.007238092,0.001793765,0.03154726,0.001576135,0.4610181],"genre_scores_gemma":[0.8147879,0.02706373,0.01327221,0.001960562,0.0008214108,0.0007258094,0.02483018,0.0001602225,0.116378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01546209,"threshold_uncertainty_score":0.04921091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261573921657324,"score_gpt":0.2356630578903406,"score_spread":0.2130473186737673,"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."}}