{"id":"W6927087041","doi":"10.26180/14875398","title":"The volcanology and sedimentology of the Ekati kimberlites, NWT, Canada, with consideration of the implications for diamond grade","year":2021,"lang":"en","type":"dissertation","venue":"Monash University","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public access; Volcanology; Sedimentology; Diamond; Institution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000612077,0.00008234905,0.0001524251,0.00001692573,0.0006236904,0.000003226425,0.0001733868,0.0000970632,0.00001807207],"category_scores_gemma":[0.00005063395,0.000044283,0.00003507334,0.000106028,0.0003694411,0.00002033402,0.00001578041,0.0001090853,6.52572e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007098484,"about_ca_system_score_gemma":0.0004021865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1824923,"about_ca_topic_score_gemma":0.9888101,"domain_scores_codex":[0.9994774,0.0001176409,0.00009843033,0.0001402367,0.00005870514,0.0001075875],"domain_scores_gemma":[0.9990014,0.0005021292,0.0001914468,0.0001756999,0.0001133178,0.00001600873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007781779,0.000008884094,0.9841813,0.00003616948,0.0002009903,0.000001345808,0.0006515448,0.0001229238,0.00005268831,0.00446061,0.009443989,0.0007617041],"study_design_scores_gemma":[0.0001635305,0.00002990898,0.9881992,0.000009036314,0.0001111864,0.000005542856,0.001648688,0.00003266175,0.0001781031,0.000683345,0.008889403,0.00004938477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899567,0.001419007,0.000006818424,0.00541934,0.000303326,0.0002974755,0.0004304918,0.000002363753,0.002164434],"genre_scores_gemma":[0.9924266,0.0001285096,0.00003614106,0.0001013334,0.000009653935,7.377396e-7,0.000241659,0.000001390265,0.007053989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8063178,"threshold_uncertainty_score":0.8229516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007163255855673541,"score_gpt":0.1739689836950423,"score_spread":0.1668057278393687,"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."}}