{"id":"W6979845355","doi":"","title":"Amélioration des propriétés des résines thermodurcissables utilisées dans les barres de polymère renforcé de fibres (PRF) par incorporation de nanoparticules de carbone","year":2024,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Agrégation; Sugar industry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003671343,0.0006709712,0.0006241603,0.0004081371,0.001261186,0.0001255821,0.0009458414,0.0006796378,0.00004878704],"category_scores_gemma":[0.0001586734,0.0006844029,0.0004985495,0.0007032977,0.001813203,0.0006671112,0.0002236039,0.0005084054,0.00002076599],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962677,"about_ca_system_score_gemma":0.001236713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02227282,"about_ca_topic_score_gemma":0.09239515,"domain_scores_codex":[0.9974319,0.0002914608,0.0006632247,0.000462067,0.0004438201,0.0007075078],"domain_scores_gemma":[0.9984851,0.000176554,0.0002689283,0.0004625277,0.0003668946,0.0002399417],"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":[0.0002607761,0.000129398,0.02265814,0.01140259,0.0004464762,0.00002397229,0.05795005,0.3103743,0.5852576,0.008519963,0.0001443565,0.002832345],"study_design_scores_gemma":[0.0003756926,0.0001058601,0.09635822,0.008683728,0.0008601894,0.00007954356,0.002710777,0.2111314,0.6764517,0.002575996,0.0001967343,0.0004701692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073349,0.03955132,0.04663603,0.00007559168,0.0004394361,0.0005100906,0.00005794208,0.0001977708,0.005196885],"genre_scores_gemma":[0.9734232,0.00157709,0.02260536,0.0000049229,0.0001714724,0.000009596352,0.0001870492,0.00007897559,0.001942323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09924292,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096253922462274,"score_gpt":0.2065214974823049,"score_spread":0.1955589582576821,"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."}}