{"id":"W4408784245","doi":"10.1299/jsmemecj.2024.j113-09","title":"Wear characteristics of heat-treated PVD coatings","year":2024,"lang":"en","type":"article","venue":"The Proceedings of Mechanical Engineering Congress Japan","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Metallurgy","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":[0.0003056006,0.0001992039,0.0004045547,0.0001556079,0.00002757345,0.0000326025,0.000307504,0.0001516691,0.00004790943],"category_scores_gemma":[0.0001266034,0.0001553588,0.0001485401,0.0004390999,0.00005879286,0.0001057001,0.00006014501,0.0003492666,0.00001175065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002461574,"about_ca_system_score_gemma":0.000008008408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507958,"about_ca_topic_score_gemma":5.520029e-7,"domain_scores_codex":[0.9989625,0.000003275344,0.0004184895,0.0001723477,0.0001882493,0.0002551001],"domain_scores_gemma":[0.9995344,0.0001421694,0.00003639175,0.0001146297,0.0001030229,0.00006933336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000207723,0.00002450183,0.000365389,0.001103934,0.0004139525,0.000002696781,0.0003880748,0.002006699,0.9661129,0.0278425,0.0003486127,0.00137004],"study_design_scores_gemma":[0.0002001686,0.00009367684,0.0006844741,0.0005583087,0.0003071903,0.00002335143,0.00009820188,0.5000079,0.4964172,0.0002691141,0.001064725,0.0002756992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968688,0.000466928,0.00114652,0.0001184137,0.0004078083,0.0001273006,0.00003236653,0.0005503013,0.0002815026],"genre_scores_gemma":[0.999369,0.0001112972,0.0002803588,0.000006734326,0.00009113224,0.00001397515,0.000004808759,0.00005027612,0.00007238577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4980012,"threshold_uncertainty_score":0.6335349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006216976087307046,"score_gpt":0.2027035197681001,"score_spread":0.1964865436807931,"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."}}