{"id":"W4239670440","doi":"10.1515/iupac.81.0602","title":"Mineralization","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental chemistry; Ecology; Environmental science; Chemistry; Biology; Philosophy; Linguistics","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":[0.0003270871,0.0003004197,0.0004129311,0.0001513668,0.0001803234,0.00002241532,0.0002846415,0.000351569,0.02938297],"category_scores_gemma":[0.000305972,0.0001961118,0.00009355404,0.0001325886,0.0002332327,0.00008420432,0.00002572619,0.0002392684,0.00002785498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267271,"about_ca_system_score_gemma":0.0001844796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573173,"about_ca_topic_score_gemma":0.05387704,"domain_scores_codex":[0.9984187,0.0001096394,0.0002974547,0.0003858232,0.0004308198,0.0003575911],"domain_scores_gemma":[0.999073,0.0001253843,0.0001566589,0.0003647865,0.0001835754,0.00009653726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007117362,0.00001908221,0.003459607,0.00003466561,0.00007632899,0.00005184641,0.000005930495,0.00001410949,2.478575e-7,0.000003708906,0.9929401,0.003323213],"study_design_scores_gemma":[0.0003916351,0.000136977,0.005388733,0.00006339114,0.00006689619,0.00002040456,0.00000690546,0.000008307608,5.745395e-7,0.0003364987,0.993309,0.000270727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002283929,0.001681068,0.00004986001,0.0009593181,0.001295986,0.000131136,0.9952002,0.00004010894,0.0004139151],"genre_scores_gemma":[0.00004778077,0.001486393,0.00002491607,0.000774588,0.0009300171,0.00000113641,0.9948689,0.000004291492,0.001861939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05230387,"threshold_uncertainty_score":0.9715043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467618827109039,"score_gpt":0.3539679819957249,"score_spread":0.3392917937246345,"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."}}