{"id":"W3215977773","doi":"10.1007/s10556-021-00993-y","title":"Study of TiB2 Coated Hard Alloy Tool Wear Resistance During Titanium Alloy Machining","year":2021,"lang":"en","type":"article","venue":"Chemical and Petroleum Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Alloy; Metallurgy; Materials science; Machining; Titanium alloy; Wear resistance; Titanium","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":[0.0002269362,0.0002370749,0.000376565,0.0003815737,0.0003535085,0.0003596341,0.0004076248,0.0004372984,0.001386066],"category_scores_gemma":[0.0007045691,0.0001589569,0.0002520228,0.0003855066,0.0002476989,0.0002341162,0.000116264,0.0002078462,0.0002049698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554072,"about_ca_system_score_gemma":0.0001550604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889317,"about_ca_topic_score_gemma":0.002670687,"domain_scores_codex":[0.9997596,0.00002116029,0.00001157893,0.00004968761,0.0001096405,0.00004834405],"domain_scores_gemma":[0.9992228,0.0002464137,0.0001071294,0.00008547146,0.0003034871,0.00003480753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001575303,0.00005684049,0.00660227,0.0002609227,0.00004805663,0.0004717321,0.0005017416,0.002314986,0.9760438,0.0001068862,0.0002897415,0.01172771],"study_design_scores_gemma":[0.00003226027,0.002452729,0.1329262,0.0000287498,0.00009929608,0.0008077785,0.0008562445,0.02570198,0.8339892,0.00008571653,0.002961677,0.0000581626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986145,0.0003369739,0.0004093697,0.000008362874,0.00001020425,0.000004476435,0.00006891487,0.0000217158,0.0005252867],"genre_scores_gemma":[0.9990565,0.00005593007,0.0001637177,0.000004290252,0.000002608212,0.000002069528,0.00005747075,0.000007244238,0.0006501849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001889317,"threshold_uncertainty_score":0.004636884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005927529580524542,"score_gpt":0.1927446171664873,"score_spread":0.1868170875859627,"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."}}