{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004666414,0.0004395383,0.0005011157,0.00009898822,0.0007776501,0.0009873587,0.001099269,0.0004580464,0.0005900135],"category_scores_gemma":[0.00139272,0.0004561027,0.0001579876,0.0003513993,0.0006581894,0.0001686481,0.002287881,0.0005420277,0.000451581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530837,"about_ca_system_score_gemma":0.0002412656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766326,"about_ca_topic_score_gemma":0.001114093,"domain_scores_codex":[0.9939453,0.00307545,0.0008520404,0.00111083,0.0004279925,0.0005883767],"domain_scores_gemma":[0.9943005,0.001980964,0.0005209635,0.001608572,0.001283498,0.000305533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008412879,0.0002201993,0.00005497379,0.0001700622,0.0000309912,0.000001254939,0.003633126,0.0001275996,0.4547968,0.5366128,0.0004001159,0.003943665],"study_design_scores_gemma":[0.001303491,0.000001904915,0.004062698,0.004319282,0.0002624112,0.00005521346,0.001816556,0.1330696,0.6904681,0.1478685,0.01487327,0.001898969],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256995,0.0004314737,0.1993213,0.06242544,0.0006896806,0.0008941034,0.0003461824,0.0004984282,0.009693935],"genre_scores_gemma":[0.9276294,0.000873098,0.05293723,0.0002628191,0.000109063,0.0002653679,0.0004437795,0.0001163084,0.01736294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887443,"threshold_uncertainty_score":0.9997891,"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."}}