{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478727,0.0006886852,0.0003189846,0.0009289782,0.0004421192,0.0005226894,0.0005615141,0.0003202049,0.003972592],"category_scores_gemma":[0.0002472734,0.0003502335,0.0004655981,0.0008514171,0.0003563887,0.0009591207,0.0003124943,0.0006975353,0.00129753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363891,"about_ca_system_score_gemma":0.0005390412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323287,"about_ca_topic_score_gemma":0.001051944,"domain_scores_codex":[0.9996576,0.0000265953,0.00002418977,0.00006979998,0.0001864369,0.00003539795],"domain_scores_gemma":[0.9998536,0.00002808337,0.00004080218,0.00001901235,0.000048509,0.000009952826],"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":[0.00008109579,0.00004829625,0.0005568425,0.0003559348,0.00001607847,0.0001622112,0.00009178584,0.0008893704,0.928261,0.008192084,0.001154604,0.06019069],"study_design_scores_gemma":[0.00001070256,0.0002251447,0.001081847,0.00001382082,0.00003036484,0.0002219777,0.00001968828,0.002911463,0.9689417,0.0003526079,0.02617562,0.00001492696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3308681,0.01957521,0.571829,0.0005904465,0.001243207,0.0004807732,0.0008780553,0.003641419,0.07089382],"genre_scores_gemma":[0.8166985,0.006292671,0.1430145,0.0001867433,0.0001665791,0.0001837135,0.0007273095,0.0004411061,0.03228898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003972592,"threshold_uncertainty_score":0.01328963,"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."}}