{"id":"W4242148119","doi":"10.29173/ikc3174","title":"Pyroxene geotherms revisited - an empirical approach based on Canadian xenoliths","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 2003","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hudbay Minerals (Canada)","funders":"","keywords":"Pyroxene; Xenolith; Geology; Geochemistry; Basalt; Olivine","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":[0.0003370466,0.0002927746,0.0003101125,0.0002453395,0.00009366954,0.0002143452,0.000672607,0.0001911955,0.07189208],"category_scores_gemma":[0.0002667355,0.0002217188,0.0001178251,0.0004253819,0.0001041417,0.0002827448,0.00001203751,0.000400152,0.0026022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003551418,"about_ca_system_score_gemma":0.0002861148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03972734,"about_ca_topic_score_gemma":0.02393629,"domain_scores_codex":[0.9975641,0.00008973081,0.0004655613,0.0007081687,0.0006212773,0.0005511578],"domain_scores_gemma":[0.9981804,0.00008919425,0.0001476421,0.0004042273,0.0005469327,0.0006316264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000439642,0.0008080123,0.8070132,0.00004847537,0.0002482658,0.0002463752,0.0002143976,0.07317529,0.0002814149,0.005997648,0.002163225,0.1093641],"study_design_scores_gemma":[0.000351596,0.0001479915,0.7037503,0.00002646919,0.00001563917,0.00001340825,0.00007804349,0.2715549,0.00006982883,0.003648234,0.02000336,0.0003403458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5828209,0.00004278722,0.0001057566,0.001542665,0.0002934897,0.0002386648,0.0003722079,0.00006807951,0.4145154],"genre_scores_gemma":[0.9898165,0.00001046106,0.001546433,0.00432569,0.0001434837,0.00000415776,0.00218787,0.000006572234,0.001958826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4125566,"threshold_uncertainty_score":0.9981744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016176317491299,"score_gpt":0.2438242311480194,"score_spread":0.2236624679731064,"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."}}