{"id":"W1966521082","doi":"10.3139/217.1728","title":"Measurement and Prediction of Temperature Distribution in an Injection Molding Cavity","year":2003,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Mold; Thermocouple; Temperature measurement; Molding (decorative); Measure (data warehouse); Composite material; Heat transfer; Cooling curve; Transient (computer programming); Mechanics; Thermodynamics; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338386,0.00008950515,0.00008182808,0.000104341,0.00005861756,0.00005912646,0.00004510153,0.00006720152,0.00001095178],"category_scores_gemma":[0.00003254392,0.00008857792,0.00001393599,0.0001377001,0.00002306334,0.000492814,0.000006185815,0.0001226937,3.07521e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263428,"about_ca_system_score_gemma":0.00002592924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003789474,"about_ca_topic_score_gemma":0.00002357569,"domain_scores_codex":[0.9993257,0.00002244555,0.000203173,0.00012607,0.0002250518,0.00009759369],"domain_scores_gemma":[0.9997402,0.000003296744,0.00003996711,0.00004433677,0.0001457541,0.00002642221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001176047,0.0002340662,0.1177474,0.0007859139,0.00008329995,0.000003783038,0.003422394,0.1444535,0.614967,0.002253673,0.00008222363,0.1158491],"study_design_scores_gemma":[0.0009391205,0.0001404463,0.05080821,0.0007648058,0.00002528399,0.00008457011,0.0008507378,0.1047059,0.8400423,0.0006604686,0.0006000549,0.0003781118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931247,0.002297601,0.003424266,0.0000211898,0.0004471568,0.00005675035,0.00001518263,0.0000807049,0.0005324002],"genre_scores_gemma":[0.9997959,0.00003039818,0.00005461166,0.000009658367,0.00005561139,0.00001298777,0.00001382855,0.00001183823,0.00001523592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2250752,"threshold_uncertainty_score":0.3612103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799227358114841,"score_gpt":0.2274267892739993,"score_spread":0.2094345156928508,"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."}}