{"id":"W4297105724","doi":"10.1016/j.ceramint.2022.09.286","title":"Investigation of corrosion and tribological characteristics of annealed CrN/CrAlN coatings deposited by CAE-PVD","year":2022,"lang":"en","type":"article","venue":"Ceramics International","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Bu-Ali Sina University","keywords":"Materials science; Crystallite; Annealing (glass); Corrosion; Metallurgy; Cathodic protection; Tribology; Coating; Dielectric spectroscopy; Composite material; Physical vapor deposition; X-ray photoelectron spectroscopy; Surface roughness; Electrochemistry; Chemical engineering; Electrode","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":[0.0001445315,0.00007697514,0.0001424374,0.00006286445,0.00003947845,0.000009726032,0.0001308525,0.0000445858,0.0001183255],"category_scores_gemma":[0.00005741536,0.00008119822,0.00002949067,0.00008617179,0.00003565553,0.00004654362,0.00009130593,0.0001525398,9.916234e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000476952,"about_ca_system_score_gemma":0.000008641287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009640702,"about_ca_topic_score_gemma":6.146452e-7,"domain_scores_codex":[0.9992859,0.00002706531,0.0002964592,0.00009837229,0.0002205511,0.00007162955],"domain_scores_gemma":[0.9996752,0.00003734896,0.0001160387,0.00006512133,0.00007268773,0.00003359663],"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":[0.00004246992,0.00003283574,0.00968017,0.00005894485,0.00002840179,0.000002569414,0.0003625492,0.0002874155,0.9770238,0.0101534,0.001445394,0.0008819819],"study_design_scores_gemma":[0.0009817077,0.0002444954,0.00896527,0.00004107851,0.00004264545,0.00003599521,0.0001283331,0.6869542,0.2955154,0.003539845,0.003272686,0.0002783776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935805,0.00008350139,0.004482944,0.00005208613,0.001082656,0.00007811242,0.0003724639,0.0000351043,0.0002326225],"genre_scores_gemma":[0.998347,0.00005506551,0.0006931837,0.00006292965,0.00002949429,0.000009293935,0.0006567816,0.00001070772,0.0001355886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6866668,"threshold_uncertainty_score":0.3311167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173513363450703,"score_gpt":0.1960154657384956,"score_spread":0.1842803321039886,"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."}}