{"id":"W2800812102","doi":"10.1139/tcsme-2014-0023","title":"AN EXPERIMENTAL STUDY ON FRICTION DRILLING OF ST12 STEEL","year":2014,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Türkiye Bilimler Akademisi","keywords":"Drilling; Tungsten carbide; Materials science; Torque; Thrust; Composite material; Rotational speed; Metallurgy; Mechanical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141333,0.0001019481,0.0001317747,0.00003887941,0.0001192169,0.000008453375,0.0001363185,0.00006934384,0.00000576243],"category_scores_gemma":[0.000009484428,0.00009672513,0.0001644109,0.0001517921,0.000009019253,0.00008867274,0.00000154391,0.0001255357,1.374148e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135325,"about_ca_system_score_gemma":0.0000176629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004539713,"about_ca_topic_score_gemma":0.00125713,"domain_scores_codex":[0.9994639,0.000005567245,0.0001742535,0.0001040323,0.0001007776,0.0001514353],"domain_scores_gemma":[0.9996305,0.00003851026,0.00002561614,0.0001837354,0.00003161897,0.00009002809],"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":[0.000003050361,0.00004269505,0.000002127467,0.00004209988,0.00003763243,1.123936e-8,0.0004771392,0.9805393,0.01733946,0.000916225,0.000002937939,0.0005973093],"study_design_scores_gemma":[0.0003057935,0.0003348661,0.00002625688,0.00002788365,0.00003685777,3.802803e-7,0.0005529758,0.9054343,0.09300215,0.00003527189,0.0001417628,0.0001014912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1311899,0.00002429345,0.8680699,0.00001318063,0.0003241843,0.000254137,0.00002122978,0.00007718761,0.00002601188],"genre_scores_gemma":[0.9870688,0.000003340127,0.01281117,0.00001145298,0.00002968984,0.00003299556,0.000002922852,0.00003365306,0.000006018557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8558789,"threshold_uncertainty_score":0.3944336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000086681911228,"score_gpt":0.2281728832277082,"score_spread":0.2181720164085959,"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."}}