{"id":"W3181759055","doi":"10.1007/s42765-021-00089-5","title":"Flexural Strength and Load–Deflection Behaviour of Hybrid Thermoset Composites of Wood and Canola Biopolymers","year":2021,"lang":"en","type":"article","venue":"Advanced Fiber Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"Mitacs; University of Manitoba","keywords":"Composite material; Materials science; Flexural strength; Ultimate tensile strength; Composite number; Bast fibre; Thermosetting polymer","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":[0.0001359074,0.0002141221,0.0004762465,0.00006106366,0.00007551767,0.00006459367,0.0001247836,0.0000610401,0.0004493772],"category_scores_gemma":[0.00003824145,0.0001945066,0.00003856441,0.0001255892,0.0001910441,0.0003273027,0.0001725713,0.00006035978,0.000006471881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003679038,"about_ca_system_score_gemma":0.00006050663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203925,"about_ca_topic_score_gemma":0.00001201683,"domain_scores_codex":[0.9985833,0.00009637626,0.0004842021,0.0003434825,0.0002406997,0.0002519958],"domain_scores_gemma":[0.999069,0.0001029301,0.0002999705,0.000274248,0.0001788171,0.00007499641],"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":[0.0001384129,0.00002564684,0.0001693922,0.0001090139,0.00001873378,0.000009253204,0.0001231092,0.00002258438,0.9981356,0.0001783247,0.00001447396,0.001055476],"study_design_scores_gemma":[0.000623291,0.0001397472,0.001138805,0.0001063672,0.00005284678,0.0001086062,0.00005798754,0.00000635599,0.997225,0.0002778507,0.00006262635,0.0002005571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974021,0.001472783,0.00001312103,0.00004957134,0.0003190366,0.0001808677,0.000349686,0.00004590271,0.0001669568],"genre_scores_gemma":[0.9948787,0.0001023794,0.004646447,0.00002892209,0.00002795947,0.000009566601,0.00005293656,0.00002241658,0.0002306468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004633327,"threshold_uncertainty_score":0.7931749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007476084061969724,"score_gpt":0.2428421661453135,"score_spread":0.2353660820833437,"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."}}