{"id":"W4407352560","doi":"10.1016/j.compscitech.2025.111106","title":"Flexural properties of sandwich panels fabricated by filament-extrusion of high-temperature thermoplastic composites","year":2025,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Flexural strength; Extrusion; Thermoplastic; Thermoplastic composites; Protein filament","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002146465,0.0002935348,0.0002342437,0.0002849574,0.0002001978,0.0001854373,0.0002990809,0.000526052,0.003173515],"category_scores_gemma":[0.0004183153,0.0002066815,0.0003162819,0.0002079115,0.0002158714,0.0002569748,0.000168518,0.0003673781,0.0004000358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069503,"about_ca_system_score_gemma":0.00009029408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165495,"about_ca_topic_score_gemma":0.0006714494,"domain_scores_codex":[0.9998247,0.00001399969,0.0000107165,0.00003502215,0.00007061192,0.00004506192],"domain_scores_gemma":[0.9996259,0.0001188848,0.00008502651,0.00004884668,0.00007709768,0.00004410095],"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":[0.0003302378,0.0000190742,0.0005721847,0.00002987976,0.0000104628,0.0001110102,0.00004879172,0.0004746934,0.9967477,0.00003627073,0.00006020666,0.001559531],"study_design_scores_gemma":[0.00001370256,0.0002752432,0.02007156,0.000007389045,0.0000218808,0.00008780672,0.0000517591,0.002421979,0.9767248,0.00001728113,0.0002952827,0.00001125758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984055,0.0001215056,0.0006813944,0.00001223398,0.0000106498,0.000002213236,0.00009905988,0.00002996841,0.0006376064],"genre_scores_gemma":[0.9987646,0.00003829511,0.0004704366,0.000007862388,0.000002432479,0.000003022561,0.0001014692,0.000009266154,0.0006026681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003173515,"threshold_uncertainty_score":0.01061654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006837046192890966,"score_gpt":0.1980021767145131,"score_spread":0.1911651305216222,"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."}}