{"id":"W2996652862","doi":"10.2138/gselements.15.6.405","title":"Kimberlite Volcanology: Transport, Ascent, and Eruption","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Kimberlite; Geology; Geochemistry; Ultramafic rock; Magmatism; Lithosphere; Mantle (geology); Volcanology; Sill; Volcano; Igneous rock; Earth science; Petrology; Seismology; Tectonics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656393,0.0002112966,0.0001404651,0.001439693,0.0001975934,0.0005557569,0.0001991178,0.0001590556,0.001917811],"category_scores_gemma":[0.0002858914,0.00007703819,0.00009941137,0.00171458,0.0002255972,0.0004268885,0.0002308335,0.0001139664,0.0004923855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549653,"about_ca_system_score_gemma":0.0002690674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011718,"about_ca_topic_score_gemma":0.01825808,"domain_scores_codex":[0.9999427,0.00000869295,0.00000765592,0.00001920034,0.00001335861,0.000008410982],"domain_scores_gemma":[0.9998461,0.000015155,0.00007228352,0.000009971543,0.000028124,0.00002839193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441004,0.00003491728,0.9197621,0.0002035089,0.0000722074,0.0002966831,0.0006155965,0.0003773114,0.01463261,0.000906154,0.001324175,0.06163074],"study_design_scores_gemma":[0.000001152096,0.0000170254,0.9952995,0.000009767015,0.000007400475,0.0002743571,0.0001535509,0.0002767305,0.0009522066,0.0001237777,0.00288088,0.000003765082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831045,0.006479869,0.0008664418,0.0001629465,0.00001255238,0.00003194931,0.003515826,0.00008008169,0.005745701],"genre_scores_gemma":[0.9928688,0.002155074,0.0008101139,0.00002038652,0.00003344825,0.000008389781,0.001783523,0.00001234817,0.002307938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011718,"threshold_uncertainty_score":0.02011657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00632231206067311,"score_gpt":0.1871394481427318,"score_spread":0.1808171360820587,"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."}}