{"id":"W2998534886","doi":"10.2138/gselements.15.6.411","title":"Diamond Exploration and Resource Evaluation of Kimberlites","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"De Beers (Canada); Geological Survey of Canada","funders":"","keywords":"Kimberlite; Diamond; Geology; Geochemistry; Mantle (geology); Earth science; Petrology; Materials science","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":[0.001124538,0.0004674134,0.0003474582,0.00426551,0.0004889591,0.001020806,0.0005458596,0.0002914801,0.001945537],"category_scores_gemma":[0.002153619,0.0001419619,0.0002358764,0.002217724,0.0002638197,0.0007068163,0.0007021112,0.0001616922,0.000431315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007741259,"about_ca_system_score_gemma":0.0006316421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154981,"about_ca_topic_score_gemma":0.04709364,"domain_scores_codex":[0.9992398,0.0001146292,0.00004553116,0.00008748633,0.0004483738,0.00006420953],"domain_scores_gemma":[0.998682,0.0002558079,0.0001710745,0.00005682584,0.0007512924,0.00008299078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001461715,0.0002987579,0.6028097,0.0009775452,0.0003064752,0.002332042,0.001873575,0.02942488,0.06256603,0.003114801,0.003962698,0.2908718],"study_design_scores_gemma":[0.0000592167,0.0009331001,0.8038578,0.0002454445,0.0002378424,0.001247669,0.006118533,0.06523627,0.08152915,0.002668828,0.03774241,0.0001236971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9703776,0.0007655237,0.007655982,0.00005663704,0.000007500172,0.000253364,0.003273613,0.0001032,0.01750649],"genre_scores_gemma":[0.9721608,0.000691952,0.0185434,0.00001924604,0.000005667586,0.0001184469,0.002911643,0.00005853987,0.005490312],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0154981,"threshold_uncertainty_score":0.03081578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663352347450768,"score_gpt":0.2318342878847864,"score_spread":0.2052007644102788,"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."}}