{"id":"W7077150839","doi":"10.5281/zenodo.16928159","title":"Hellwigia janowskii 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":"New guinea; Herbarium; Type (biology); Natural (archaeology)","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":[0.0002360177,0.001082942,0.0004669259,0.001801894,0.001344148,0.0005866949,0.0008047973,0.0006960044,0.009717966],"category_scores_gemma":[0.0006632187,0.0004275036,0.0002707761,0.0009692379,0.000906986,0.002120602,0.001439708,0.001021015,0.004301209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208473,"about_ca_system_score_gemma":0.0005977004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098131,"about_ca_topic_score_gemma":0.0205212,"domain_scores_codex":[0.9998555,0.00001203956,0.00002037301,0.00005541181,0.0000325108,0.00002406723],"domain_scores_gemma":[0.9997928,0.00003772564,0.00008667482,0.00002436615,0.00003281032,0.00002576987],"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":[0.0004535694,0.0001098034,0.0271794,0.001172776,0.00018765,0.003881783,0.002576211,0.001156751,0.01680928,0.007109528,0.04350597,0.8958572],"study_design_scores_gemma":[0.0002078358,0.0002897499,0.294388,0.001599697,0.0003743868,0.01575089,0.003304392,0.0003781882,0.002475645,0.003552195,0.6775926,0.000086508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.363694,0.1037482,0.01561031,0.00257397,0.005144641,0.00206755,0.0113543,0.001107776,0.4946992],"genre_scores_gemma":[0.8571217,0.03330046,0.01938095,0.002661437,0.0008019813,0.00101355,0.006436586,0.0001366198,0.07914668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01098131,"threshold_uncertainty_score":0.03250986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273979510404173,"score_gpt":0.2392068886646809,"score_spread":0.2164670935606392,"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."}}