{"id":"W145911986","doi":"10.1007/978-81-322-1170-9_18","title":"Multiple Growth Episodes or Prolonged Formation of Diamonds? Inferences from Infrared Absorption Data","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Diamond; Kimberlite; Isochron; Mid infrared; Silicate; Inclusion (mineral); Geology; Eclogite; Geochemistry; Mineralogy; Analytical Chemistry (journal); Chemistry; Materials science; Environmental chemistry; Paleontology; Mantle (geology); Metallurgy","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":[0.0009763179,0.0003682023,0.0004348218,0.001035155,0.0002903681,0.001897295,0.001154476,0.0009106047,0.002640551],"category_scores_gemma":[0.004968535,0.0003418082,0.0005776935,0.001212639,0.0009730593,0.002834613,0.0006365351,0.000788539,0.0005533699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843271,"about_ca_system_score_gemma":0.0001987087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003829239,"about_ca_topic_score_gemma":0.005577828,"domain_scores_codex":[0.9996442,0.00005371292,0.00002045728,0.0001568507,0.00008197377,0.00004273213],"domain_scores_gemma":[0.9971973,0.001944872,0.0004563901,0.0001703068,0.0001167963,0.0001143499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001514559,0.0002784776,0.511246,0.000753821,0.0005501052,0.002209344,0.001714868,0.0123146,0.08868879,0.01788068,0.003527084,0.3593217],"study_design_scores_gemma":[0.00006559796,0.0002534093,0.8260923,0.00038047,0.000330622,0.001656293,0.003616209,0.03511971,0.02431626,0.09145851,0.01659637,0.0001142508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260658,0.01489065,0.03433293,0.001017469,0.0001126121,0.00004041204,0.001214201,0.0001826965,0.02214316],"genre_scores_gemma":[0.9859681,0.003645228,0.008638151,0.0001541735,0.000110903,0.000009639324,0.0004464937,0.00004884154,0.0009784163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829239,"threshold_uncertainty_score":0.008833528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06095265877290895,"score_gpt":0.2338550814293669,"score_spread":0.1729024226564579,"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."}}