{"id":"W4312479875","doi":"10.2139/ssrn.4286805","title":"Mechanical Properties of High Fiber Volume Fraction Continuous Carbon Fiber Thermoplastic Composites Made by Material Extrusion","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Composite material; Materials science; Extrusion; Volume fraction; Thermoplastic composites; Fiber; Thermoplastic; Volume (thermodynamics); Composite number","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003176469,0.0003299042,0.0002572727,0.0004508469,0.0002551708,0.0002078613,0.000209369,0.0004125503,0.00264888],"category_scores_gemma":[0.0003634946,0.0002302003,0.0002613996,0.0004467649,0.0002573976,0.0003265422,0.0001409192,0.0004119423,0.0003296058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128764,"about_ca_system_score_gemma":0.0001231992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004650406,"about_ca_topic_score_gemma":0.001254372,"domain_scores_codex":[0.9997532,0.00002150431,0.00001759495,0.00005363646,0.0001061385,0.0000478901],"domain_scores_gemma":[0.9996258,0.0001211214,0.00008390249,0.00002967551,0.0001010888,0.00003839087],"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":[0.0004944834,0.00002791961,0.0004066778,0.00005704293,0.000007179841,0.00008386551,0.00004826769,0.0002945929,0.9967906,0.00004179213,0.00003696283,0.001710724],"study_design_scores_gemma":[0.00002075572,0.00044556,0.01931299,0.000006555487,0.00002338137,0.00007408627,0.00004783615,0.001177765,0.9781768,0.00001841627,0.0006827054,0.00001306709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982496,0.000270446,0.0004941672,0.000009217399,0.00001092854,0.000005099446,0.0001026601,0.00002258307,0.0008352658],"genre_scores_gemma":[0.9980649,0.00007734455,0.0005819176,0.000006084356,0.000003465387,0.000005276646,0.0001193124,0.00001408445,0.001127607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00264888,"threshold_uncertainty_score":0.008861423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006324026584643338,"score_gpt":0.1929568465007379,"score_spread":0.1866328199160946,"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."}}