{"id":"W3214150967","doi":"10.1115/imece2001/med-23312","title":"A Model for the Tool Temperature During Machining With a Rotary Tool","year":2001,"lang":"en","type":"article","venue":"Manufacturing engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Rotational speed; Rake; Machining; Discretization; Mechanical engineering; Chip; Rake angle; Heat transfer; Machine tool; Materials science; Computer science; Rotational energy; Mechanics; Engineering; Physics; Mathematics; Mathematical analysis","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":[0.00008198551,0.0002956043,0.0001832021,0.00008895485,0.0002201426,0.0001098632,0.0001987155,0.00007883339,0.000008221464],"category_scores_gemma":[0.00002113588,0.0002204135,0.00006201734,0.0001098712,0.00001011569,0.0003038917,0.00003522761,0.0003210373,0.000001832991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007492222,"about_ca_system_score_gemma":0.000008846907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002957896,"about_ca_topic_score_gemma":0.000005851701,"domain_scores_codex":[0.9989822,0.000002447606,0.000200574,0.00023847,0.0001475015,0.0004287935],"domain_scores_gemma":[0.9995476,0.00008215446,0.00002786451,0.0002757619,0.00002166287,0.00004494357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003555274,0.000004278862,0.00005889496,0.000221576,0.0000512007,0.000007790704,0.0002601334,0.9955633,0.001707813,0.00004220326,0.00002131342,0.002025887],"study_design_scores_gemma":[0.0005022087,0.00001540846,0.0009397315,0.0001058938,0.00003113809,0.00005760799,0.00002456883,0.9872802,0.009844453,0.00002652845,0.0008107736,0.0003614301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4474258,0.0002788517,0.5511001,0.0000339308,0.0001238747,0.0002785271,0.000006558786,0.0006937176,0.00005871803],"genre_scores_gemma":[0.9655411,0.0001313763,0.03350514,0.00003633768,0.0001872292,0.0002005176,0.00001373024,0.0001315144,0.0002531144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5181153,"threshold_uncertainty_score":0.89882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005676403622920564,"score_gpt":0.184312571854894,"score_spread":0.1786361682319735,"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."}}