{"id":"W3095930558","doi":"10.1017/exp.2020.42.pr2","title":"Review 2: Practicality of Tricone Bit Wear Condition Assessment","year":2020,"lang":"en","type":"peer-review","venue":"","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"ArcelorMittal; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Bit (key); Drilling; Reliability engineering; Computer science; Catastrophic failure; Engineering; Mechanical engineering; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004983539,0.0005789037,0.0009658966,0.00442661,0.0005643339,0.003113815,0.001695271,0.002189734,0.01126415],"category_scores_gemma":[0.01939628,0.0004442192,0.0006930887,0.003404803,0.001169897,0.003170988,0.001308225,0.00148223,0.005774276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290536,"about_ca_system_score_gemma":0.004075968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719988,"about_ca_topic_score_gemma":0.004789433,"domain_scores_codex":[0.9961663,0.0008470393,0.0004910635,0.0004353225,0.001917597,0.0001426123],"domain_scores_gemma":[0.9796621,0.008749165,0.001784139,0.0009098929,0.008424106,0.0004705831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006178189,0.00003824301,0.0005749423,0.02403204,0.00009843677,0.0001777706,0.0003246357,0.0003505397,0.002128122,0.009034182,0.08847962,0.8746996],"study_design_scores_gemma":[0.000005558387,0.00005745205,0.0008956451,0.007442808,0.00006158171,0.0005415287,0.000150106,0.0000920048,0.001184162,0.001215433,0.9883355,0.00001822122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001296483,0.9679994,0.002750793,0.005867619,0.004372189,0.0001102571,0.0001929714,0.00006460231,0.01734584],"genre_scores_gemma":[0.0114504,0.9696424,0.002410714,0.002558085,0.002155031,0.0000980681,0.0002459481,0.00005387081,0.01138548],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01126415,"threshold_uncertainty_score":0.03768229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111311703844005,"score_gpt":0.4423797827459197,"score_spread":0.3312486123615193,"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."}}