{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001019655,0.0001499325,0.0002754961,0.0005014302,0.0001617108,0.00002572995,0.0004890637,0.0001476661,0.000004286071],"category_scores_gemma":[0.00009568028,0.0001170482,0.0000179325,0.00105579,0.001537159,0.00008221158,0.000320097,0.0001985435,0.000001197447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002924316,"about_ca_system_score_gemma":0.00002692643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001729504,"about_ca_topic_score_gemma":9.800508e-7,"domain_scores_codex":[0.9991661,0.000008972883,0.0002203641,0.0002368285,0.0001353935,0.0002323274],"domain_scores_gemma":[0.9994482,0.00005322476,0.00005757812,0.0002650103,0.0001572153,0.00001871093],"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":[0.000005910988,0.00002398028,0.001466202,0.00009659391,0.00002119205,5.895748e-7,0.00003586352,0.000107016,0.9873787,0.001855914,0.0001872545,0.008820763],"study_design_scores_gemma":[0.0001624846,0.00008029305,0.002936007,0.0001990325,0.00001490519,0.000004063017,0.0001274791,0.002270984,0.9928398,0.001190573,0.00006249361,0.0001119541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968207,0.001460582,0.0004200485,0.0003744175,0.00008594801,0.0001338306,0.00001450522,0.0005315127,0.0001583971],"genre_scores_gemma":[0.9990219,0.00008678564,0.0008209642,0.00001013881,0.000002342852,0.00001088561,0.000003868463,0.000006825267,0.00003622432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008708809,"threshold_uncertainty_score":0.5663726,"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."}}