{"id":"W4283825167","doi":"","title":"Résistance thermique et électrique des interfaces de contact entre des surfaces rugueuses","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005311065,0.0007811332,0.0007046936,0.0002660487,0.001427501,0.0007255519,0.001513106,0.0004451125,0.003506806],"category_scores_gemma":[0.002128632,0.0009051507,0.0004367054,0.0006798469,0.0005134968,0.0006604063,0.0007972686,0.00183808,0.0001038116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716754,"about_ca_system_score_gemma":0.00065891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01616226,"about_ca_topic_score_gemma":0.04571775,"domain_scores_codex":[0.9870426,0.009657941,0.0009664422,0.0009916711,0.0004655126,0.0008757981],"domain_scores_gemma":[0.9906183,0.00503815,0.0005372728,0.001745308,0.001706131,0.0003548578],"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":[0.0001948045,0.003161079,0.1159035,0.002275785,0.00171355,0.00007595713,0.2616551,0.1294875,0.1217889,0.31376,0.006232322,0.04375154],"study_design_scores_gemma":[0.001463381,0.00001032862,0.1096139,0.01369123,0.0004550691,0.0002360134,0.0124807,0.1110784,0.4504021,0.04945854,0.2475524,0.003557951],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978791,0.01117538,0.1966211,0.004053492,0.0007817704,0.0005974694,0.000281773,0.0007588602,0.08785105],"genre_scores_gemma":[0.9024253,0.02103001,0.04945293,0.00007133296,0.00003538091,0.0001977239,0.0002402964,0.000162556,0.02638439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286132,"threshold_uncertainty_score":0.9998725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603078230198236,"score_gpt":0.2411269891657906,"score_spread":0.2250962068638082,"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."}}