{"id":"W1616414718","doi":"10.1016/j.surfcoat.2015.08.073","title":"Tribological behavior of Al–6.5%, –12%, –18.5% Si alloys during machining using CVD diamond and DLC coated tools","year":2015,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Eutectic system; Materials science; Diamond; Metallurgy; Tribology; Drilling; Aluminium; Coating; Diamond-like carbon; Carbon fibers; Chemical vapor deposition; Machining; Composite material; Alloy; Thin film; Nanotechnology","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":[0.000127131,0.0001848463,0.0003113115,0.0001105652,0.00009026918,0.00002664395,0.0001000306,0.0002252678,0.00000643376],"category_scores_gemma":[0.0001373311,0.0001825793,0.00001874671,0.0002466252,0.0001462249,0.0001956691,0.0001003428,0.0002611786,6.4198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585071,"about_ca_system_score_gemma":0.00001468247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002558996,"about_ca_topic_score_gemma":0.00001225332,"domain_scores_codex":[0.9990942,0.00001317008,0.0002852503,0.0002438713,0.00009776618,0.0002657421],"domain_scores_gemma":[0.9995738,0.00004734923,0.0001043717,0.0001326486,0.00007024098,0.00007157532],"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":[0.00006702459,0.00005905395,0.09781472,0.0001925575,0.00003990936,0.00003481668,0.000914273,0.1168481,0.7721602,0.0004814623,0.00003774132,0.01135014],"study_design_scores_gemma":[0.006890499,0.00106492,0.007639284,0.0005080883,0.000344519,0.0005377756,0.005806439,0.2293343,0.741851,0.002626449,0.00128905,0.002107758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918081,0.001127266,0.006159632,0.00005903848,0.00006448789,0.0001604426,0.00001047528,0.0004402545,0.000170356],"genre_scores_gemma":[0.9801608,0.0002612507,0.01947993,0.00001905698,0.000008143039,0.000009044294,0.00001018381,0.00003198187,0.00001965241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124862,"threshold_uncertainty_score":0.7445368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944620580938108,"score_gpt":0.2681751157124918,"score_spread":0.2387289099031107,"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."}}