{"id":"W3156476480","doi":"10.5382/sp.20.13","title":"Evaluation of the Diavik Diamond Deposit","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada)","funders":"","keywords":"Diamond; Geology; Materials science; 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":[0.001813523,0.0003915971,0.0003996826,0.002316438,0.001520309,0.002219293,0.001021513,0.000479808,0.004701289],"category_scores_gemma":[0.00227089,0.0003481263,0.0002487371,0.00147628,0.0005987022,0.0006012706,0.001192471,0.0005911072,0.001156131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004025402,"about_ca_system_score_gemma":0.003797705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09386446,"about_ca_topic_score_gemma":0.2910375,"domain_scores_codex":[0.998311,0.0001069104,0.00008195303,0.0002368752,0.001083716,0.0001794786],"domain_scores_gemma":[0.9977843,0.0001075964,0.0001354935,0.0001254266,0.001611181,0.0002360004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004266143,0.0004730218,0.5738368,0.001619847,0.0002298431,0.006720178,0.004312921,0.01280148,0.06977297,0.005122246,0.02561492,0.2952297],"study_design_scores_gemma":[0.0002462523,0.001981243,0.6733019,0.0006544272,0.0001764082,0.005625055,0.01305488,0.01233898,0.05779973,0.001248582,0.2333624,0.0002099387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341943,0.001262563,0.002614393,0.0003927231,0.0001207686,0.0005536704,0.004653952,0.0003062964,0.05590141],"genre_scores_gemma":[0.9695414,0.0003879078,0.006483682,0.0000699759,0.000009335558,0.00007723947,0.002859942,0.0001142535,0.02045633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09386446,"threshold_uncertainty_score":0.1866361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273929967728831,"score_gpt":0.2371184281688037,"score_spread":0.2097254313959206,"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."}}