{"id":"W4407320189","doi":"10.1016/j.jcomc.2025.100569","title":"Effect of fiber orientation on the strength of thermoplastic composite tubes subject to four-point bending","year":2025,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Materials science; Bending; Thermoplastic composites; Composite number; Orientation (vector space); Thermoplastic; Fiber; Geometry; Mathematics","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":[0.0003471234,0.0003991596,0.0002736403,0.0002385099,0.0001999511,0.0002372178,0.00016595,0.0002859658,0.001463975],"category_scores_gemma":[0.0009142712,0.0002664464,0.0002090184,0.0001756481,0.0003309427,0.000229845,0.0001799949,0.0002346105,0.0002039064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611349,"about_ca_system_score_gemma":0.0001582789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005358778,"about_ca_topic_score_gemma":0.001406364,"domain_scores_codex":[0.9997521,0.00004938843,0.00001660447,0.00003905821,0.00009248089,0.00005042279],"domain_scores_gemma":[0.9989184,0.0004848903,0.0002383594,0.00009465688,0.0001650768,0.00009864147],"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":[0.0004935102,0.00004557149,0.002392364,0.00004343422,0.0000142771,0.00009380441,0.00004355235,0.002387838,0.9910462,0.00002602813,0.00001385461,0.0033995],"study_design_scores_gemma":[0.00000988452,0.001457231,0.0248876,0.000008406085,0.00004496123,0.00009614,0.00007423224,0.003183686,0.9698521,0.00002362318,0.0003471034,0.00001508053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987887,0.0001937682,0.0005795702,0.000006459209,0.000005421705,0.00000477086,0.00002391927,0.000009387471,0.000387911],"genre_scores_gemma":[0.999164,0.000108956,0.0004361543,0.000006248264,0.000002568203,0.000002439558,0.00002714775,0.000008607086,0.0002438004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463975,"threshold_uncertainty_score":0.004897475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860022040604827,"score_gpt":0.339662860727879,"score_spread":0.3110626403218307,"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."}}