{"id":"W2247921322","doi":"10.2172/1089084","title":"Predictive Engineering Tools for Injection-Molded Long-Carbon-Fiber Thermoplastic Composites","year":2013,"lang":"en","type":"report","venue":"","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Engineering; Engineering management; Business; Manufacturing 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":[0.0005278934,0.0006767252,0.000359979,0.0005681011,0.0003049649,0.0009272255,0.0006453841,0.0003796747,0.003467662],"category_scores_gemma":[0.001122097,0.0004587688,0.000456907,0.000262828,0.0002630777,0.0006468521,0.0004252712,0.0007001144,0.0005572909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633112,"about_ca_system_score_gemma":0.0007750482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251077,"about_ca_topic_score_gemma":0.006258017,"domain_scores_codex":[0.9997749,0.00002559312,0.000008396828,0.00002320611,0.0001523191,0.00001572923],"domain_scores_gemma":[0.9995802,0.0002698398,0.00003768023,0.00003030164,0.00007234338,0.000009656783],"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":[0.00005349161,0.00009706645,0.0009062363,0.0001287856,0.00001656551,0.000106003,0.00007570574,0.8752031,0.02325846,0.008983135,0.001259537,0.08991186],"study_design_scores_gemma":[0.000002948711,0.00001299931,0.00009705694,0.000006248483,0.000002535962,0.000007195981,0.000007138279,0.9939319,0.004118615,0.0006574354,0.001152779,0.000003224088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04869158,0.0006394686,0.927669,0.0001625599,0.000101887,0.0001249992,0.0001791399,0.003897492,0.01853374],"genre_scores_gemma":[0.7356336,0.0009461115,0.2518989,0.0000331483,0.0000352879,0.0002272515,0.0004315426,0.0005679682,0.01022624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004251077,"threshold_uncertainty_score":0.01160043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504230334828753,"score_gpt":0.2264584496626034,"score_spread":0.2014161463143159,"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."}}