{"id":"W1984222652","doi":"10.1016/s0924-0136(02)00453-3","title":"Relationship between tool flank wear area and component forces in single point turning","year":2002,"lang":"en","type":"article","venue":"Journal of Materials Processing Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Flank; Dynamometer; Mechanical engineering; Coolant; Materials science; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002180971,0.0001162275,0.0002804329,0.0003855813,0.00006278192,0.00006622772,0.0001126922,0.0001504921,0.00001965851],"category_scores_gemma":[0.0002095121,0.0001061824,0.00001394622,0.0002226807,0.00004600403,0.0003477331,0.00003072462,0.0002182476,0.000001216742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005211601,"about_ca_system_score_gemma":0.000006374209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.05075e-7,"about_ca_topic_score_gemma":8.678302e-7,"domain_scores_codex":[0.9991386,0.00001475878,0.000499502,0.00009120441,0.00008854366,0.0001674033],"domain_scores_gemma":[0.9995558,0.00006059148,0.0002423883,0.0000657736,0.00005093545,0.00002448328],"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":[0.0001536322,0.0002511774,0.1730314,0.002970444,0.0001014873,0.0001762519,0.005101572,0.1946405,0.4972287,0.001515479,0.0003351322,0.1244942],"study_design_scores_gemma":[0.007155192,0.001506918,0.06204178,0.005958488,0.0002995417,0.002255862,0.002102098,0.07310288,0.7510432,0.08954234,0.002730152,0.002261532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726831,0.001575001,0.02504551,0.0003491624,0.0001091155,0.00005127089,0.000001735657,0.0001121238,0.00007292612],"genre_scores_gemma":[0.9778208,0.00009753417,0.02197647,0.000009017164,0.00006310395,0.000002621892,0.00000238893,0.00002182536,0.000006202351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2538145,"threshold_uncertainty_score":0.4329993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393986729472132,"score_gpt":0.2333754146136625,"score_spread":0.2094355473189412,"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."}}