{"id":"W4248407235","doi":"10.2138/am.2005.430","title":"New Mineral Names","year":2005,"lang":"en","type":"article","venue":"American Mineralogist","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Icon; Library science; Geologist; History; Art history; Archaeology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008524454,0.0002031567,0.000293704,0.00008267873,0.0001598925,0.00002541421,0.0002429453,0.00004588774,0.00377442],"category_scores_gemma":[0.00006239195,0.0001597594,0.00008325817,0.0002731195,0.0006226234,0.0001491583,0.00001631454,0.000156811,0.001497046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004632233,"about_ca_system_score_gemma":0.00004197011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01949838,"about_ca_topic_score_gemma":0.04670895,"domain_scores_codex":[0.9987973,0.00006270319,0.0002196881,0.0003326994,0.0001364999,0.0004511069],"domain_scores_gemma":[0.9993464,0.0001230179,0.00009669743,0.0002277519,0.00002475126,0.0001813602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003123602,0.00001065439,0.5807726,0.000001315303,0.00003497946,0.00002535405,0.000134885,0.000718399,0.00008255724,0.0001785187,0.157951,0.2600584],"study_design_scores_gemma":[0.0002806414,0.0002095101,0.8255867,0.000002470679,0.00001857507,0.0000787567,0.000113229,0.0005415659,0.0000235794,0.0002403629,0.1726396,0.0002649867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831642,0.001522152,0.000549775,0.01993829,0.0003745776,0.0001260864,0.00004471019,0.0001693997,0.145633],"genre_scores_gemma":[0.9618171,0.00006898157,0.01576715,0.003687034,0.0008896904,0.00000117627,0.00007620131,0.0000045371,0.01768809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2597934,"threshold_uncertainty_score":0.9992804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034430396518112,"score_gpt":0.2296311012851241,"score_spread":0.219286797319943,"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."}}