{"id":"W2971043787","doi":"10.1016/j.conbuildmat.2019.116718","title":"Reinforcement of continuous fibers for extruded wood-flour/HDPE composites: Effects of fiber type and amount","year":2019,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Fundamental Research Funds for the Central Universities","keywords":"Composite material; Materials science; Aramid; Flexural strength; Ultimate tensile strength; Fiber; Plastics extrusion; Extrusion; Wood flour; Reinforcement; High-density polyethylene; Izod impact strength test; Natural fiber; Volume fraction; Polyethylene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266898,0.0001688841,0.0004801662,0.000102649,0.00006101612,0.00007534545,0.0001046639,0.00009618489,0.0002658238],"category_scores_gemma":[0.00007107179,0.0001454368,0.00003423223,0.00009695951,0.0001873314,0.0001794924,0.00009624961,0.00003548393,0.000007962667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002119642,"about_ca_system_score_gemma":0.00002336327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003891658,"about_ca_topic_score_gemma":2.578937e-7,"domain_scores_codex":[0.998908,0.00004554306,0.0004591893,0.0002468752,0.0001457268,0.0001946553],"domain_scores_gemma":[0.9989748,0.0002264158,0.0003690672,0.0001844991,0.0001884693,0.0000567372],"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":[0.0002605117,0.000005481542,0.0001765049,0.0008042538,0.00002517315,3.352033e-7,0.0001006514,0.00003397942,0.9934434,0.004229868,0.00004583676,0.0008740425],"study_design_scores_gemma":[0.001146828,0.0003108184,0.0002295997,0.0003052604,0.00005334356,0.00003209419,0.00003308044,0.00003847469,0.9967769,0.0004237077,0.0004887528,0.0001611385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974117,0.0002141835,0.0002315584,0.00002218195,0.00123103,0.0007430877,0.00002366064,0.00003833801,0.00008420618],"genre_scores_gemma":[0.9796419,0.00003319212,0.02006605,0.00002788747,0.00004363652,0.00001190511,0.00001249585,0.00001422331,0.0001487732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01983449,"threshold_uncertainty_score":0.5930739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006047238206479773,"score_gpt":0.2316548461142989,"score_spread":0.2256076079078192,"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."}}