{"id":"W2573323375","doi":"10.1016/b978-0-08-095975-7.00216-3","title":"Mantle Samples Included in Volcanic Rocks","year":2013,"lang":"en","type":"book-chapter","venue":"Treatise on Geochemistry","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mantle (geology); Geology; Xenolith; Geochemistry; Volcano; Volcanic rock; Transition zone","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007010591,0.0004707561,0.0006206962,0.00009012865,0.00007401808,0.00004170533,0.0003691333,0.0004913883,0.2672747],"category_scores_gemma":[0.00006531462,0.0003588316,0.000226536,0.0000672079,0.0001222329,0.00004227687,0.0000439687,0.000532366,0.005544929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854702,"about_ca_system_score_gemma":0.00004136342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890623,"about_ca_topic_score_gemma":0.007228696,"domain_scores_codex":[0.998144,0.00001334576,0.0004160982,0.0006634624,0.0003507744,0.0004122932],"domain_scores_gemma":[0.9989101,0.0001950349,0.0001726462,0.0004309861,0.00005930405,0.0002318751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007078585,0.0005981272,0.4111501,0.001073005,0.00125232,0.001962177,0.0002415926,0.002634268,0.002566959,0.00319478,0.1356105,0.4390083],"study_design_scores_gemma":[0.002513425,0.0006111253,0.1406776,0.001284785,0.000602261,0.0001004898,0.00009498837,0.003823452,0.01060558,0.676417,0.1586362,0.004633062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07232287,0.001033105,0.000001444102,0.0003318199,0.00003884309,0.0001331153,0.0003687622,0.0000573064,0.9257128],"genre_scores_gemma":[0.5668387,0.0003101288,0.00009565303,0.0002992882,0.0001598149,0.000004341535,0.001989897,0.00000912198,0.430293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6732222,"threshold_uncertainty_score":0.9998864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738257709622369,"score_gpt":0.1923299115395333,"score_spread":0.1749473344433096,"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."}}