{"id":"W4251678286","doi":"10.1180/s0026461x00056887","title":"New minerals and nomenclature modifications approved in 2010","year":2010,"lang":"en","type":"article","venue":"Mineralogical Magazine","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nomenclature; Information retrieval; Computer science; Biology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001849115,0.0001797297,0.0002526851,0.0001053849,0.00009839654,0.00002738247,0.0001592623,0.0002220178,0.003448993],"category_scores_gemma":[0.0001511242,0.000126675,0.00003517758,0.0002363683,0.000197356,0.0001218713,0.00002363751,0.0005094302,0.0003776785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000115398,"about_ca_system_score_gemma":0.00001894625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008149308,"about_ca_topic_score_gemma":0.02528119,"domain_scores_codex":[0.9989362,0.00004344624,0.0002341022,0.0003667019,0.00009173712,0.0003278281],"domain_scores_gemma":[0.9994068,0.0001560665,0.00004416128,0.000196168,0.00002485088,0.0001719462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009255664,0.00008130977,0.7341864,0.00001382604,0.00002589017,0.00007371361,0.0002718872,0.0001238898,0.08937306,0.004568859,0.1477719,0.0234167],"study_design_scores_gemma":[0.0004868007,0.00007395686,0.9543856,0.000002547514,0.00000795451,0.0000424719,0.000007893703,0.0008680195,0.00000955622,0.006909372,0.03703297,0.0001728329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367073,0.0006395107,0.0001690411,0.01048328,0.0004830869,0.0002081399,0.00003600989,0.00005118437,0.05122251],"genre_scores_gemma":[0.9659324,0.00006098854,0.01172315,0.000961988,0.0002721403,0.00000442417,0.0001023055,0.000003188485,0.0209394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201992,"threshold_uncertainty_score":0.997462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815631091587625,"score_gpt":0.2235037290218838,"score_spread":0.2053474181060075,"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."}}