{"id":"W6987426274","doi":"","title":"Study on the Effect of Surface Energy of Polypropylene/Polyamide12 polymer Hybrid Matrix Reinforced with Virgin and Recycled Carbon Fiber","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Toronto; Ford Motor Company","keywords":"Composite number; Wetting; Surface energy; Adhesion; Carbon fibers; Matrix (chemical analysis); Contact angle; Polymer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001363351,0.0004457886,0.0008315637,0.00009729328,0.0001249625,0.0000156509,0.0005473817,0.0001858569,0.0004605552],"category_scores_gemma":[0.00001035307,0.0003977233,0.000152708,0.00006210953,0.0001389107,0.0002031695,0.00006206893,0.0001890143,0.000001590275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276729,"about_ca_system_score_gemma":0.00004749266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1955403,"about_ca_topic_score_gemma":0.01608098,"domain_scores_codex":[0.9987018,0.000108857,0.0002121769,0.0002888109,0.0004234993,0.0002648834],"domain_scores_gemma":[0.9982289,0.000237417,0.0004993229,0.0008754525,0.00007233105,0.00008659069],"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":[0.02763291,0.0002895414,0.005184974,0.006156418,0.01304036,0.0003107474,0.084646,0.0188108,0.7811183,0.002434344,0.001714258,0.05866139],"study_design_scores_gemma":[0.003386187,0.003639872,0.0259786,0.001008705,0.001289831,0.000008026161,0.008995388,0.004703194,0.949974,0.000001703798,0.00007300144,0.000941475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458379,0.002519011,0.00001265001,0.00002505081,0.0001329317,0.0004037929,0.00003036693,0.00006889203,0.05096937],"genre_scores_gemma":[0.9560009,0.0001294403,0.00003922222,0.000001226948,0.00001628669,0.000001292692,0.00005227601,0.00006297643,0.04369644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794593,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004639888495579086,"score_gpt":0.208255453300165,"score_spread":0.2036155648045859,"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."}}