{"id":"W7066716056","doi":"","title":"Kimberlites : understanding their petrogenesis and uncovering the identity of their source composition","year":2020,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kimberlite; Petrogenesis; Magmatism; Mantle (geology); Xenolith; Igneous rock; Lithosphere; Mantle plume","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001491537,0.0002748383,0.0001910872,0.001744995,0.0003593001,0.0009349844,0.0002297979,0.0002672218,0.0008486268],"category_scores_gemma":[0.000216776,0.0001923419,0.0001107756,0.001321594,0.0003994505,0.0009895364,0.0003933571,0.0002711507,0.0003600258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663759,"about_ca_system_score_gemma":0.0003874678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274471,"about_ca_topic_score_gemma":0.02389633,"domain_scores_codex":[0.9999403,0.000003848679,0.000003244078,0.0000251024,0.00001509422,0.00001246538],"domain_scores_gemma":[0.9999248,0.000009498417,0.00003301492,0.000007480406,0.00001868785,0.000006547813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002448923,0.00003952324,0.5544164,0.0008746749,0.0001063109,0.0009043515,0.002817613,0.001512262,0.2874275,0.003763157,0.0005404,0.1473527],"study_design_scores_gemma":[0.000005311364,0.00004445099,0.9500049,0.0001078747,0.00005261125,0.0006661949,0.001766743,0.001809796,0.02313953,0.001048407,0.02133424,0.000020005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852228,0.006625046,0.002321421,0.00009354331,0.000004649489,0.00001393862,0.0008525301,0.00004210585,0.004823992],"genre_scores_gemma":[0.9845024,0.007355012,0.004770095,0.00003429429,0.00001107813,0.00001035416,0.0008045513,0.0000319141,0.002480303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274471,"threshold_uncertainty_score":0.02534103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07873900537846537,"score_gpt":0.3472023928759732,"score_spread":0.2684633874975078,"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."}}