{"id":"W3097062834","doi":"10.1017/exp.2020.42.pr1","title":"Review 1: 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; Computer science; Reliability engineering; 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":[0.003934518,0.0006360112,0.001018092,0.004170922,0.0005393925,0.002730394,0.001577453,0.00208573,0.009257318],"category_scores_gemma":[0.01634842,0.0004227625,0.0006571215,0.003529628,0.001058412,0.003081824,0.001146751,0.001467836,0.005225906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142902,"about_ca_system_score_gemma":0.003511992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268525,"about_ca_topic_score_gemma":0.003910384,"domain_scores_codex":[0.9968613,0.0007112451,0.000438261,0.0004132393,0.001458844,0.000117158],"domain_scores_gemma":[0.9813685,0.008648874,0.001591192,0.0006955404,0.007274732,0.0004212182],"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":[0.00006812285,0.00004080697,0.0005445461,0.02829316,0.00009949054,0.0001633235,0.0002690444,0.0003289396,0.002039414,0.007775249,0.08314183,0.8772361],"study_design_scores_gemma":[0.000005639475,0.00007701323,0.0008896911,0.008363831,0.00007657761,0.0005999316,0.0001636814,0.0001074829,0.001166286,0.001308859,0.9872207,0.0000202276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009348344,0.9808906,0.001928574,0.003630193,0.003236499,0.00007317309,0.0001434349,0.00004393914,0.00911875],"genre_scores_gemma":[0.008564186,0.979356,0.001703327,0.001764124,0.001927147,0.00006428998,0.0001847189,0.00003086194,0.006405296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009257318,"threshold_uncertainty_score":0.03096879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153647014562646,"score_gpt":0.4422874167176724,"score_spread":0.3269227152614078,"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."}}