{"id":"W7018648278","doi":"","title":"3D Injection Molding Simulation of Semi-Solid Magnesium Alloys","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnesium; Molding (decorative); Magnesium alloy; Deformation (meteorology); Welding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002313319,0.0005333041,0.0006506841,0.0004758373,0.0004670784,0.0008124351,0.000940683,0.001585742,0.00925797],"category_scores_gemma":[0.00100388,0.0006026151,0.000667924,0.000392512,0.0004866412,0.00043295,0.0003530547,0.0004081301,0.0006478618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008846275,"about_ca_system_score_gemma":0.0009432849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027907,"about_ca_topic_score_gemma":0.008613857,"domain_scores_codex":[0.9998759,0.00002397634,0.000005745991,0.00001553701,0.00005383456,0.00002495059],"domain_scores_gemma":[0.9994055,0.0003625142,0.00006068444,0.00003899964,0.00009087357,0.0000414641],"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":[0.00005667208,0.00002717995,0.000567036,0.00003581723,0.00001054558,0.0001097843,0.00003228037,0.9946225,0.001865958,0.0008615364,0.0002327124,0.001578072],"study_design_scores_gemma":[0.00001415274,0.00001841221,0.0001943094,0.000003385869,0.00000321415,0.000009906295,0.000008470022,0.9984769,0.0008613369,0.0001218958,0.0002848524,0.000003206441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899498,0.0002628727,0.0419812,0.0004088392,0.0001477161,0.0001356609,0.001469722,0.001235617,0.05486027],"genre_scores_gemma":[0.9874751,0.00007114863,0.008580006,0.00003412013,0.00000911207,0.00004151297,0.0002601756,0.0001506742,0.003378205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027907,"threshold_uncertainty_score":0.03097099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997531141905329,"score_gpt":0.2299715703803967,"score_spread":0.2099962589613434,"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."}}