{"id":"W1986984388","doi":"10.1016/j.ijmachtools.2007.10.010","title":"Comparison of numerically and analytically predicted contact temperatures in shallow and deep dry grinding with infrared measurements","year":2007,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grinding; Work (physics); Mechanics; Thermal; Materials science; Process (computing); Contact area; Mechanical engineering; Engineering; Computer science; Composite material; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001738047,0.0001168259,0.0002340726,0.000157839,0.00002003795,0.00005635446,0.00008287575,0.00004953569,0.000009372994],"category_scores_gemma":[0.00006376054,0.00008599002,0.00001752838,0.00005293102,0.00002453578,0.0002596461,0.0000227209,0.0002482585,2.227774e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002679947,"about_ca_system_score_gemma":0.00001078202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006015111,"about_ca_topic_score_gemma":0.00008699612,"domain_scores_codex":[0.9991947,0.000009510079,0.0003573874,0.00008391886,0.0002588259,0.00009559576],"domain_scores_gemma":[0.9995348,0.00007890364,0.0001510432,0.00003305065,0.0001325224,0.00006961748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007570787,0.00007921506,0.8910142,0.0001111138,0.0003337911,0.00006050565,0.0009721544,0.06950314,0.003194209,0.0001720958,0.00001378366,0.03378874],"study_design_scores_gemma":[0.002067358,0.0002907781,0.9648596,0.0002674126,0.00004596754,0.0001083247,0.0001742256,0.02930922,0.002244667,0.000260717,0.0002094631,0.0001622549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919599,0.001882904,0.07791864,0.00007630967,0.0001056283,0.00007851544,0.00001575569,0.00001366685,0.0003095775],"genre_scores_gemma":[0.9892557,0.0003810271,0.01024993,0.00004441032,0.00003932232,4.680149e-7,0.00001232819,0.00001100478,0.000005774986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07384545,"threshold_uncertainty_score":0.3506571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252815748932707,"score_gpt":0.282960160980163,"score_spread":0.2704320034908359,"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."}}