{"id":"W2754683047","doi":"10.1002/pc.24580","title":"Two dimensional long‐flexible fiber orientation simulation in squeeze flow","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Composite Material Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"General Motors of Canada","keywords":"Materials science; Compression molding; Flow (mathematics); Fiber; Simple shear; Orientation (vector space); Shear (geology); Shear flow; Composite material; Molding (decorative); Mechanics; Geometry; Mathematics; Physics","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":[0.0003191348,0.0003535636,0.0005542783,0.0002948609,0.0004925865,0.0006928417,0.0006084371,0.001153572,0.001698355],"category_scores_gemma":[0.0008811145,0.0003143552,0.0004878397,0.0002936586,0.0008179573,0.0005943167,0.0006092301,0.0006353402,0.00009348933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970531,"about_ca_system_score_gemma":0.0008329759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008719319,"about_ca_topic_score_gemma":0.004885352,"domain_scores_codex":[0.9999162,0.00001917039,0.000003706076,0.00001247007,0.00002021241,0.0000281958],"domain_scores_gemma":[0.999635,0.0002361114,0.0000331315,0.00001895761,0.00002608325,0.00005075642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001611987,0.00009714441,0.001174502,0.00004400968,0.00001826047,0.000213095,0.0001434932,0.985142,0.006679007,0.004602184,0.0001694915,0.001555607],"study_design_scores_gemma":[0.00001480366,0.00002022163,0.0001881633,0.000002800144,0.000002617516,0.000007388541,0.00001376976,0.9987041,0.0006605476,0.0002843892,0.00009724534,0.000003902633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655358,0.0001580725,0.02655285,0.0002954378,0.0000475108,0.00004846922,0.0001610349,0.0001347283,0.007066092],"genre_scores_gemma":[0.9906361,0.00008370384,0.007661194,0.00004156575,0.000007233059,0.00004976691,0.00009046771,0.00003177858,0.001398362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008719319,"threshold_uncertainty_score":0.01733714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352700282539872,"score_gpt":0.265908218947691,"score_spread":0.2523812161222923,"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."}}