{"id":"W2246770860","doi":"10.4028/www.scientific.net/amr.496.334","title":"Low Frictional TiO<sub>2</sub> and MoS<sub>2</sub>/TiO<sub>2</sub> Coatings on Ti-6Al-4V Alloy","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Anatase; Coating; Tribology; Lubricant; Metallurgy; Friction coefficient; Electrolyte; Alloy; Composite material; Electrode; Photocatalysis; Catalysis; Organic chemistry; Chemistry","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008063543,0.003061616,0.003476014,0.002042342,0.002122289,0.001387555,0.002685867,0.002070547,0.002264471],"category_scores_gemma":[0.002288051,0.003130347,0.0008234459,0.002635105,0.0008230665,0.003262827,0.002186649,0.002761971,0.00533297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534349,"about_ca_system_score_gemma":0.000537756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005427001,"about_ca_topic_score_gemma":0.0002157203,"domain_scores_codex":[0.9783526,0.001775298,0.003854706,0.003568159,0.005972308,0.006476938],"domain_scores_gemma":[0.9895226,0.001562214,0.001060475,0.003387398,0.001814454,0.002652872],"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":[0.00124669,0.0009437284,0.00005424027,0.001786307,0.000559001,0.0002080069,0.0007277877,0.001672538,0.9474638,0.01805475,0.01972238,0.007560839],"study_design_scores_gemma":[0.004209786,0.001059991,0.0009742617,0.001055849,0.0002433827,0.0002429034,0.0001287442,0.003846197,0.8673515,0.00487689,0.11285,0.003160459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655319,0.005382816,0.002131585,0.0005789413,0.01088394,0.004267535,0.001966668,0.002029327,0.007227278],"genre_scores_gemma":[0.9710433,0.01179898,0.003807776,0.0004334147,0.004257227,0.001877828,0.001498873,0.00126862,0.004013985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09312762,"threshold_uncertainty_score":0.9996491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891157700591759,"score_gpt":0.2814067939416464,"score_spread":0.2524952169357289,"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."}}