{"id":"W6993237963","doi":"","title":"Non-Planar Multinozzle Additive Manufacturing of Thermoset Composites","year":2023,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Safran","keywords":"Manufacturing process; Sugar industry; Fabrication; Melamine resin; Thermoplastic composites","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093613,0.0002390606,0.0001283584,0.0002802185,0.0001599,0.0002279524,0.0001606066,0.0002045264,0.002072747],"category_scores_gemma":[0.00008652794,0.0001150391,0.0001300549,0.0002668168,0.0001296162,0.0002332786,0.0002068419,0.0001879239,0.0004899647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242685,"about_ca_system_score_gemma":0.0001907188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004943353,"about_ca_topic_score_gemma":0.003035983,"domain_scores_codex":[0.9998931,0.000007335741,0.000005694108,0.00002184591,0.00006104638,0.00001101103],"domain_scores_gemma":[0.9999398,0.000008774166,0.00002008629,0.000007546252,0.00001676577,0.000006909895],"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":[0.00006784119,0.00002338885,0.0002877506,0.0001170485,0.000005278358,0.0000589609,0.00002378418,0.001645389,0.9860488,0.0006165032,0.0001070301,0.01099818],"study_design_scores_gemma":[0.000008410936,0.0003330455,0.003037829,0.00001145039,0.00001390929,0.0001716431,0.0000306871,0.00616148,0.9786592,0.00009174766,0.01147097,0.000009717428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614026,0.002337225,0.02303103,0.00004955052,0.00008275391,0.00004488076,0.0001748825,0.0002385169,0.01263851],"genre_scores_gemma":[0.9503437,0.0008975959,0.03718958,0.00002687494,0.000009095528,0.00004584346,0.0001917529,0.00002895146,0.01126662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002072747,"threshold_uncertainty_score":0.006934047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455738937600232,"score_gpt":0.228438612706968,"score_spread":0.2189828737693677,"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."}}