{"id":"W2950451986","doi":"10.1063/1.5100257","title":"A simplified semi-analytical model for the filling and cooling process in plastic molding","year":2019,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Injection Molding Systems (Canada); Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molding (decorative); Blow molding; Mechanics; Mold; Thermal; Process (computing); Lubrication; Mechanical engineering; Composite material; Physics; Materials science; Thermodynamics; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413566,0.0008399372,0.001211476,0.0005415538,0.0007243107,0.001164131,0.00213612,0.002544291,0.004476212],"category_scores_gemma":[0.0008745618,0.000677538,0.001071586,0.0007249521,0.0009469863,0.001138833,0.0006447149,0.0009693622,0.001179739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009718936,"about_ca_system_score_gemma":0.001388689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008012494,"about_ca_topic_score_gemma":0.003455457,"domain_scores_codex":[0.9997105,0.00005463071,0.00001518002,0.00006316492,0.0001179598,0.00003854102],"domain_scores_gemma":[0.9996961,0.0001373366,0.00004993936,0.00002526008,0.00007469788,0.00001660639],"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":[0.00002674634,0.00003097202,0.0001927023,0.0001707399,0.000009400335,0.0001326355,0.00009538145,0.97521,0.006557222,0.01373226,0.0004712477,0.00337071],"study_design_scores_gemma":[0.000007118104,0.00001119241,0.00006862262,0.000005475188,0.000003517358,0.00002764876,0.000005606097,0.9975826,0.000485888,0.0009173768,0.0008790693,0.000005886154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0498696,0.001671241,0.9092433,0.0005698008,0.0002325725,0.0002995246,0.001109107,0.000803299,0.03620146],"genre_scores_gemma":[0.8459008,0.002542848,0.08371682,0.0002417411,0.0001457408,0.001356608,0.0007846338,0.0002919739,0.06501882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008012494,"threshold_uncertainty_score":0.01593173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784675110429416,"score_gpt":0.2552287221284763,"score_spread":0.2273819710241821,"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."}}