{"id":"W7077144176","doi":"10.5281/zenodo.16928193","title":"Hellwigia oligantha 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":"Natural (archaeology); Subject (documents); Type (biology); New guinea","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":[0.0002275049,0.001233745,0.0003835129,0.001480074,0.00115757,0.0004808824,0.0008225795,0.000610622,0.01063874],"category_scores_gemma":[0.0007176754,0.0003921747,0.0002437922,0.001098356,0.0007753866,0.002102599,0.001508641,0.001001028,0.006173654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007239874,"about_ca_system_score_gemma":0.0006165337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212727,"about_ca_topic_score_gemma":0.02654664,"domain_scores_codex":[0.9998587,0.00001180575,0.00001650249,0.00005665468,0.00003334723,0.00002301664],"domain_scores_gemma":[0.9997175,0.00006128272,0.00009568736,0.00003315228,0.00004550941,0.00004673701],"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":[0.0005790474,0.0001463877,0.03206003,0.001231424,0.0001992162,0.004809801,0.001858636,0.001729285,0.02373147,0.004368681,0.05312362,0.8761624],"study_design_scores_gemma":[0.0002664672,0.0003494593,0.3613531,0.0008813682,0.0003608633,0.01709579,0.002733536,0.0006112916,0.003773514,0.003218314,0.609266,0.0000903597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3986154,0.04995625,0.02110218,0.003244883,0.004932506,0.002354773,0.02498526,0.001724951,0.4930837],"genre_scores_gemma":[0.8316886,0.02376551,0.02122197,0.002453272,0.0006822411,0.001104705,0.01075843,0.000169227,0.1081561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01212727,"threshold_uncertainty_score":0.03559017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350728454168801,"score_gpt":0.2421971525856524,"score_spread":0.2186898680439644,"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."}}