{"id":"W7037958855","doi":"","title":"Étude des paramètres d'injection des composites de fibres naturelles et de l'amélioration des performances mécaniques du matériau pour l'impression 3D","year":2021,"lang":"fr","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; Université du Québec à Trois-Rivières","keywords":"Thermoplastic composites; Thermoforming; Thermoplastic polymer","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007306841,0.0007381302,0.0007467064,0.0005958193,0.00132642,0.0004243518,0.0004212431,0.0008042612,0.1162146],"category_scores_gemma":[0.0005889848,0.0007847223,0.000302863,0.0004687527,0.001001121,0.0005063433,0.0001917987,0.0005822242,0.0001048763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514625,"about_ca_system_score_gemma":0.00264053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01090941,"about_ca_topic_score_gemma":0.05571986,"domain_scores_codex":[0.9967991,0.0008790119,0.0006820213,0.0006145309,0.0004092868,0.0006160106],"domain_scores_gemma":[0.9958977,0.001618876,0.0009277959,0.0004950548,0.0007402069,0.0003204043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006307045,0.002750236,0.2879558,0.01789817,0.001695941,0.0001138209,0.2825983,0.02418025,0.01570605,0.09151563,0.2021559,0.07279913],"study_design_scores_gemma":[0.007416001,0.001147623,0.2613026,0.02775284,0.004228788,0.003363664,0.06339992,0.3871323,0.02126767,0.05928112,0.1571452,0.006562267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5062385,0.009331519,0.08350202,0.00152124,0.0005083919,0.0008514202,0.00007160658,0.0004088124,0.3975665],"genre_scores_gemma":[0.8095053,0.008314214,0.1130512,0.0004351012,0.0009173349,0.00001930608,0.0004147932,0.0003338654,0.06700882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362952,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631793472755112,"score_gpt":0.2710191139223098,"score_spread":0.2447011791947586,"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."}}