{"id":"W2884849060","doi":"10.2474/trol.13.101","title":"Tribological Behavior of Nitrided Ductile Iron D6510 under Different Contacting Conditions","year":2018,"lang":"en","type":"article","venue":"Tribology online","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitriding; Materials science; Tribology; Abrasive; Indentation hardness; Scanning electron microscope; Metallurgy; Composite material; Hardness; Delamination (geology); Layer (electronics); Diffusion layer; Microstructure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001090452,0.0001832095,0.0004119365,0.0001009873,0.0000684969,0.000004917094,0.0001578726,0.0002197238,0.001133905],"category_scores_gemma":[0.00006372766,0.0001519275,0.00009802046,0.0001415189,0.0001510226,0.00004843172,0.0000493726,0.0002868347,0.0000564164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003314831,"about_ca_system_score_gemma":0.00001301683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080444,"about_ca_topic_score_gemma":0.00004662191,"domain_scores_codex":[0.9989429,0.00005843982,0.0004024172,0.0001924915,0.0001118824,0.0002918614],"domain_scores_gemma":[0.9994351,0.00009235479,0.00007612769,0.0002342715,0.00007652419,0.00008565995],"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":[0.00008670102,0.000800733,0.001609682,0.00005276886,0.0001152721,0.00002449025,0.0001037911,0.00007183287,0.9823352,0.01078482,0.001734081,0.002280595],"study_design_scores_gemma":[0.005752763,0.001953033,0.06236002,0.00006837961,0.0006739572,0.0002814848,0.0006782566,0.0122876,0.8943433,0.01321708,0.007353032,0.001031104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949282,0.0001106432,0.00198065,0.0001242573,0.001737258,0.0002040934,0.0002393806,0.0002229423,0.0004525643],"genre_scores_gemma":[0.9982655,0.0000363794,0.0006305093,0.00007653632,0.0002956357,0.00002407319,0.0002788558,0.00002360403,0.000368916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799195,"threshold_uncertainty_score":0.9997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175875024471839,"score_gpt":0.2827733575890126,"score_spread":0.2510146073442942,"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."}}