{"id":"W4409374635","doi":"10.1016/j.matchemphys.2025.130828","title":"Tribological and thermomechanical behaviour of alumina-based hybrid nanocomposites","year":2025,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"King Fahd University of Petroleum and Minerals","keywords":"Tribology; Nanocomposite; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001460124,0.0001919083,0.0001348564,0.0004233311,0.0001660918,0.0002564078,0.0001577234,0.0002010352,0.001481857],"category_scores_gemma":[0.0003079089,0.0001341162,0.0001614082,0.0002503803,0.0001651791,0.0002490703,0.000136363,0.000227656,0.0001943626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135307,"about_ca_system_score_gemma":0.00007233128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005250373,"about_ca_topic_score_gemma":0.001220388,"domain_scores_codex":[0.9998192,0.00001170605,0.00001634752,0.00004152314,0.00007773332,0.0000334839],"domain_scores_gemma":[0.9998084,0.00003513987,0.00003682609,0.00001430408,0.00007748343,0.00002785286],"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":[0.0001150113,0.00001685472,0.0003971097,0.00002829984,0.000007691707,0.00004529311,0.0000363162,0.000232959,0.9978718,0.000035417,0.00003198219,0.001181259],"study_design_scores_gemma":[0.000004123151,0.000247845,0.01044258,0.000005979147,0.00001991531,0.0000971765,0.0001085288,0.003590658,0.9847581,0.00002582357,0.0006866429,0.00001258505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988625,0.0001560746,0.0003056515,0.000007028641,0.000007994813,0.000003151652,0.00006915467,0.00001670206,0.0005716687],"genre_scores_gemma":[0.9989082,0.00004411941,0.0002782373,0.000004720926,0.000002210131,0.000004313519,0.0000539524,0.000005806617,0.0006983567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481857,"threshold_uncertainty_score":0.004957318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004802292754868431,"score_gpt":0.2045623699502593,"score_spread":0.1997600771953909,"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."}}