{"id":"W2997888839","doi":"10.2138/gselements.15.6.393","title":"Kimberlites from Source to Surface: Insights from Experiments","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Kimberlite; Peridotite; Liquidus; Olivine; Geology; Geochemistry; Mineralogy; Basalt; Chemistry; Mantle (geology); Phase (matter)","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":["insufficient_payload"],"category_scores_codex":[0.0000366801,0.000137486,0.0001943713,0.00002343485,0.00005910297,0.00005044162,0.0002647155,0.0000496332,0.1178011],"category_scores_gemma":[0.00001655856,0.00009784933,0.00006444848,0.0001468373,0.00001586776,0.00009670902,0.00004520996,0.0000763715,0.01994935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003398207,"about_ca_system_score_gemma":0.000005870767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622197,"about_ca_topic_score_gemma":0.001359197,"domain_scores_codex":[0.9987966,0.00004224189,0.0002151955,0.0003836959,0.0003077856,0.000254523],"domain_scores_gemma":[0.9994084,0.00009942722,0.00004822166,0.0002209519,0.00002158172,0.000201466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334078,0.00002641228,0.9875242,7.806887e-7,0.00005259743,0.000002806986,0.0001891823,0.0006266372,0.008038108,0.000002909049,0.0006047722,0.002908319],"study_design_scores_gemma":[0.0004388383,0.0001072906,0.933969,0.00001134811,0.00002297097,1.059623e-7,0.0002463863,0.002893973,0.01706257,0.006481405,0.03848185,0.0002842403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921564,0.0004461253,0.00002185946,0.0001828777,0.0001728536,0.0001228642,0.0001103434,0.00003596785,0.006750717],"genre_scores_gemma":[0.9945758,0.00000469187,0.001996581,0.001026532,0.00007348408,8.126655e-7,0.0007315195,0.000002124316,0.001588478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09785178,"threshold_uncertainty_score":0.9903291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002315929626504,"score_gpt":0.2041654933219457,"score_spread":0.1941423340256806,"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."}}