{"id":"W3107530477","doi":"10.4325/seikeikakou.31.97","title":"Screw Plasticating Technology for Injection Molding","year":2019,"lang":"en","type":"article","venue":"Seikei-Kakou","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Materials science; Molding (decorative); Composite material; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001153166,0.0001377004,0.0001526313,0.000209192,0.0001178994,0.00004415557,0.0001186611,0.0001489211,0.0001149244],"category_scores_gemma":[0.00005471674,0.0001339452,0.00004407848,0.0002727301,0.00002111258,0.0001435904,0.00002621193,0.0001721887,0.0001486324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006125953,"about_ca_system_score_gemma":0.00001540075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009592627,"about_ca_topic_score_gemma":0.00000362768,"domain_scores_codex":[0.9992539,0.000005613883,0.0001846149,0.0001914946,0.00008166661,0.0002826799],"domain_scores_gemma":[0.9996577,0.00004734355,0.0000333658,0.0001631903,0.0000680189,0.00003041941],"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":[0.0001098394,0.0000458986,0.006376757,0.001942479,0.0002129023,0.00000255538,0.001370489,0.659563,0.1196245,0.02746004,0.004306408,0.1789851],"study_design_scores_gemma":[0.001345301,0.00067177,0.0004336161,0.0004495903,0.00006459022,0.0001057876,0.001556342,0.6353737,0.1543406,0.006109184,0.1984171,0.001132364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206833,0.00125081,0.05879723,0.0002082952,0.002612197,0.0006023616,0.00001331993,0.001972593,0.01385991],"genre_scores_gemma":[0.995544,0.00002169159,0.00315787,0.0000466173,0.0001505165,0.00008063261,0.000005345107,0.0000496792,0.0009436199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941107,"threshold_uncertainty_score":0.5462125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006335277506064935,"score_gpt":0.1972966675183908,"score_spread":0.1909613900123258,"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."}}