{"id":"W2299343164","doi":"10.2172/1074310","title":"Predictive Engineering Tools for Injection-Molded Long-Carbon-Fiber Thermoplastic Composites (Quarterly Report)","year":2013,"lang":"en","type":"report","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Work (physics); Engineering; Engineering management; Business; Mechanical engineering; Political science; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009300887,0.0007354102,0.000362723,0.0005952587,0.0002602634,0.001010841,0.0006285144,0.0003949713,0.006596883],"category_scores_gemma":[0.001478244,0.0005158382,0.0004879606,0.0003174216,0.0002244994,0.0006922134,0.0004313004,0.000684247,0.001174582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401126,"about_ca_system_score_gemma":0.0009378644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00672078,"about_ca_topic_score_gemma":0.007612509,"domain_scores_codex":[0.9996769,0.00003149116,0.00001253301,0.00002955811,0.0002291729,0.0000202852],"domain_scores_gemma":[0.9995593,0.0002328024,0.00003183681,0.00004273718,0.0001212393,0.00001207313],"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":[0.0000780808,0.0001599436,0.001294988,0.0001661438,0.00002524086,0.0001174977,0.00008416444,0.7520755,0.02077994,0.009957956,0.008801011,0.2064595],"study_design_scores_gemma":[0.000007904661,0.00003059042,0.0002852844,0.00001300812,0.000005079229,0.00001529309,0.00001324964,0.9834965,0.0091763,0.000882023,0.006068276,0.000006449025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03540855,0.0008383465,0.9351603,0.0002406398,0.0001771116,0.0001593909,0.0006978207,0.006587717,0.02073],"genre_scores_gemma":[0.489513,0.001451863,0.4834522,0.00004428665,0.00005866457,0.0003726041,0.002006414,0.001028664,0.02207229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00672078,"threshold_uncertainty_score":0.0220688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226490674601005,"score_gpt":0.2152021310345346,"score_spread":0.2029372242885245,"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."}}