{"id":"W7077144066","doi":"10.5281/zenodo.16928255","title":"Hellwigia unilateralis 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":"Period (music); Key (lock); Subject (documents)","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":[0.0002182185,0.001212385,0.0005034481,0.001717463,0.001432822,0.0005936462,0.0008618425,0.0007787042,0.01623454],"category_scores_gemma":[0.0008219818,0.0003455087,0.0002951464,0.00126593,0.0007326779,0.001891286,0.001414503,0.001013379,0.005922773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406311,"about_ca_system_score_gemma":0.0009846006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03098577,"about_ca_topic_score_gemma":0.05891083,"domain_scores_codex":[0.9998405,0.00001111306,0.0000180529,0.0000569284,0.00004459153,0.00002883203],"domain_scores_gemma":[0.9997911,0.00003584815,0.00006772327,0.0000261458,0.00004782938,0.0000314675],"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":[0.0003981442,0.00007011306,0.02012857,0.0009240637,0.00016869,0.002994959,0.001471164,0.001556131,0.01700626,0.006639361,0.05838592,0.8902566],"study_design_scores_gemma":[0.000147314,0.0001979885,0.203857,0.0008721708,0.000205092,0.00732879,0.002228526,0.0004152985,0.002025458,0.002977841,0.7796735,0.00007096685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2784128,0.08349574,0.01285115,0.003167982,0.005530624,0.001313568,0.02103014,0.00172792,0.5924701],"genre_scores_gemma":[0.7844079,0.03090867,0.01922181,0.003143497,0.0008598483,0.001067015,0.01567037,0.0001847622,0.1445361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03098577,"threshold_uncertainty_score":0.06161082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418771098492917,"score_gpt":0.2397883963529593,"score_spread":0.2156006853680302,"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."}}