{"id":"W6990060713","doi":"","title":"Compression moulding of complex parts using randomly-oriented strands thermoplastic composites","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pratt and Whitney Canada; Natural Sciences and Engineering Research Council of Canada; McGill University; Bombardier","keywords":"Thermoplastic composites; Porosity; Thermoplastic; Void (composites); Compression (physics); Extrusion; Bar (unit)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001190411,0.000156346,0.0002948958,0.00007862327,0.00007603894,0.00002120216,0.0001371759,0.00005948031,0.0001290406],"category_scores_gemma":[0.00004531903,0.0001443089,0.00004922735,0.0001323984,0.00006045159,0.00008495268,0.00003300277,0.0001182983,0.00000448525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952793,"about_ca_system_score_gemma":0.000007003084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003519281,"about_ca_topic_score_gemma":0.000001678173,"domain_scores_codex":[0.9991246,0.00004027266,0.0002729736,0.0001383714,0.0002002795,0.000223525],"domain_scores_gemma":[0.9993709,0.0002670628,0.00005972268,0.0001829026,0.00005564796,0.00006381147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004720045,0.00002312354,0.001622664,0.0003430377,0.00003049365,0.000001091931,0.0001623853,0.1226467,0.8737609,0.0002900878,0.0001309451,0.0009414117],"study_design_scores_gemma":[0.001618268,0.00003376527,0.002325172,0.0003214836,0.00003893365,0.000008810769,0.00001848852,0.652986,0.3412571,0.0004642513,0.0007291733,0.0001984998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078087,0.00009321361,0.08365913,0.00001116955,0.0001858691,0.0001099629,0.000007307012,0.000225027,0.007899674],"genre_scores_gemma":[0.9935151,0.00001050413,0.006336167,0.000007304547,0.00006552728,0.000003839334,0.000009010896,0.00003578001,0.00001678338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5325037,"threshold_uncertainty_score":0.5884745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138741184394608,"score_gpt":0.244124531764817,"score_spread":0.222737119920871,"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."}}