{"id":"W2181686932","doi":"","title":"Constraining Kimberlite Magma Composition using Kimberlite Pelletal Lapilli Compositions","year":2010,"lang":"en","type":"article","venue":"","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lapilli; Kimberlite; Geology; Magma; Geochemistry; Volcano; Breccia; Petrology; Volcanic rock","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":[0.0002159636,0.0004193874,0.000232215,0.001677616,0.0002929558,0.0009188452,0.0002502772,0.000297859,0.0009129768],"category_scores_gemma":[0.0008077237,0.0002964061,0.0001474282,0.0008315737,0.0001777685,0.000373943,0.0003042421,0.0001687673,0.0004593746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633391,"about_ca_system_score_gemma":0.0001309586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006168846,"about_ca_topic_score_gemma":0.02274126,"domain_scores_codex":[0.9999123,0.000007799285,0.000006993821,0.00004161319,0.00001737401,0.00001382569],"domain_scores_gemma":[0.9997588,0.00006017755,0.00006207618,0.00002754772,0.00006640079,0.0000250613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002440427,0.00002561479,0.4152468,0.00008677585,0.00009232018,0.000270445,0.0002838004,0.0007972186,0.5612313,0.0001524991,0.0001083494,0.02146079],"study_design_scores_gemma":[0.00001163834,0.00007261534,0.8694162,0.00001593309,0.0001142852,0.0004048753,0.0003983902,0.01130629,0.1148952,0.0001668595,0.003179897,0.0000178595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924562,0.0003776634,0.005069209,0.00001342636,0.000003358357,0.00001612993,0.0005976703,0.0001092693,0.001357069],"genre_scores_gemma":[0.9904202,0.0002847133,0.008196155,0.00001599706,0.000003770759,0.00001185705,0.0007636712,0.0000368154,0.0002669881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006168846,"threshold_uncertainty_score":0.01226586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432323379928882,"score_gpt":0.2148087788615099,"score_spread":0.2004855450622211,"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."}}