{"id":"W7077161018","doi":"10.5281/zenodo.16928135","title":"Hellwigia gigantea 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":"Gigantea; Genus; Object (grammar); Receptacle","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":[0.0002176853,0.001361944,0.0004879285,0.001495947,0.0009528293,0.0005975381,0.0008755549,0.0007005322,0.01159029],"category_scores_gemma":[0.0007417879,0.0003369054,0.0003295637,0.001399367,0.0005434075,0.002096961,0.001271268,0.001204327,0.008701713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008681125,"about_ca_system_score_gemma":0.0004866785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379032,"about_ca_topic_score_gemma":0.02928368,"domain_scores_codex":[0.9998085,0.00001557514,0.00002532143,0.00007634862,0.00004893325,0.00002532066],"domain_scores_gemma":[0.9997378,0.00004527748,0.000078875,0.00003398586,0.00006356985,0.00004048229],"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":[0.0002774139,0.00009491402,0.02256772,0.0009099836,0.0002291542,0.003396625,0.001153905,0.001832232,0.01964794,0.004316,0.1032006,0.8423735],"study_design_scores_gemma":[0.0001064128,0.0001818875,0.1893053,0.0006668348,0.0002462271,0.01007824,0.001300856,0.0005657279,0.002245153,0.002654614,0.7925827,0.00006611471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.218484,0.1000477,0.02292968,0.005481205,0.009222188,0.001429334,0.03920137,0.002706437,0.6004981],"genre_scores_gemma":[0.7086763,0.04263216,0.03581223,0.006594253,0.001080891,0.001087521,0.03268062,0.0003825598,0.1710534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379032,"threshold_uncertainty_score":0.03877342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366315000532991,"score_gpt":0.2401196395803757,"score_spread":0.2164564895750458,"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."}}