{"id":"W2027161371","doi":"10.1002/adv.20053","title":"A generic controller for part surface temperature on a plastic injection molding machine","year":2006,"lang":"en","type":"article","venue":"Advances in Polymer Technology","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Setpoint; Materials science; Injection molding machine; Coolant; Mold; Molding (decorative); Mechanical engineering; Controller (irrigation); Temperature control; Composite material; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550349,0.0007990886,0.00046051,0.0004421452,0.000317945,0.0004271499,0.001077487,0.0004915117,0.00510832],"category_scores_gemma":[0.0004827954,0.0002339691,0.0003672053,0.0001504152,0.0002611077,0.0002665556,0.0002892077,0.000555097,0.001025792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519298,"about_ca_system_score_gemma":0.0002623153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008366522,"about_ca_topic_score_gemma":0.0008724781,"domain_scores_codex":[0.9996988,0.00003150294,0.00001152785,0.00008254488,0.000143347,0.00003223795],"domain_scores_gemma":[0.9997669,0.00005834969,0.00004342007,0.00004698584,0.00006503391,0.00001938325],"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":[0.0007073189,0.0002252405,0.001223096,0.0006433251,0.00009910115,0.00045324,0.0002350673,0.09437189,0.6003554,0.006256464,0.005507946,0.2899219],"study_design_scores_gemma":[0.000220021,0.0006065817,0.002482391,0.00004318248,0.0000971617,0.0004226384,0.0000128156,0.7614407,0.2112655,0.001177944,0.02216073,0.00007038588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05034635,0.0003612275,0.9212749,0.0001165381,0.0002488177,0.0004916164,0.0002159392,0.01449424,0.01245038],"genre_scores_gemma":[0.8872807,0.0001463001,0.1049256,0.000110479,0.00007008312,0.0003051134,0.0001441136,0.0001838342,0.006833688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00510832,"threshold_uncertainty_score":0.01708907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004774888000293629,"score_gpt":0.2102878024993893,"score_spread":0.2055129144990957,"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."}}