{"id":"W4379463726","doi":"","title":"Ceramics coating under thermomechanical and chemical solicitations","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Coating; 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":[0.0003267627,0.0003869589,0.000408595,0.0003653999,0.0004336865,0.0007321669,0.0002749837,0.0004803096,0.003425255],"category_scores_gemma":[0.0005895313,0.0003596053,0.0003605974,0.000309734,0.0005692922,0.0003379894,0.0004204802,0.000541035,0.0005846075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623331,"about_ca_system_score_gemma":0.0004490339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645325,"about_ca_topic_score_gemma":0.002183483,"domain_scores_codex":[0.9994469,0.00003034242,0.00002637684,0.0001279654,0.0002054997,0.0001629311],"domain_scores_gemma":[0.9996412,0.00007178786,0.00008026996,0.00007240578,0.00009362241,0.00004065851],"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":[0.0001472876,0.000005336461,0.0001015949,0.00005461644,0.000005319931,0.00004434982,0.00006596852,0.00009172633,0.9984577,0.0001698555,0.00007115213,0.0007851248],"study_design_scores_gemma":[0.00001235217,0.00007020413,0.001106081,0.000003363537,0.0000106902,0.0000366507,0.00002433594,0.000579951,0.9971572,0.00002492785,0.0009684078,0.000005808236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921958,0.0008755515,0.001651181,0.00007790135,0.0001224212,0.00002960433,0.0001666833,0.0001389015,0.004741898],"genre_scores_gemma":[0.9950606,0.0002508381,0.001157405,0.0000222464,0.00002303579,0.00001281016,0.0001021235,0.00005269382,0.00331833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003425255,"threshold_uncertainty_score":0.01145869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292542543237233,"score_gpt":0.2512476465359386,"score_spread":0.2183222211035662,"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."}}