{"id":"W2023512181","doi":"10.1002/pen.21909","title":"Orientation development in solid‐state extrusion and hot forming of polypropylene tubes","year":2011,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Materials science; Extrusion; Formability; Polypropylene; Composite material; Forming processes; Blow molding; Deformation (meteorology); Orientation (vector space); Mechanical engineering; Geometry","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":[0.0002586924,0.000151813,0.0001821874,0.0001507477,0.0001283147,0.0002192122,0.00009224372,0.0001134577,0.0004405889],"category_scores_gemma":[0.0005033315,0.0001384365,0.0001288751,0.0001404828,0.0002101683,0.000194709,0.0001267148,0.0001505948,0.00007378042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912419,"about_ca_system_score_gemma":0.00013785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025067,"about_ca_topic_score_gemma":0.0006229559,"domain_scores_codex":[0.9998179,0.00003089629,0.00001208681,0.00002782793,0.00007375197,0.00003763352],"domain_scores_gemma":[0.9996017,0.0001073363,0.0001602867,0.00002424347,0.00006879903,0.00003771242],"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":[0.0001524366,0.00001985384,0.001372255,0.00001996305,0.000003171787,0.00006366191,0.00008433978,0.0005393135,0.9949064,0.00009696096,0.00001499671,0.002726589],"study_design_scores_gemma":[0.000003395352,0.0001409532,0.006652209,0.000001369518,0.000003709234,0.00004191338,0.00002165574,0.0008129474,0.9921198,0.000008215156,0.0001913143,0.000002539593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988207,0.0001006384,0.0007042424,0.000002938895,0.000002174601,0.000004314544,0.00001645165,0.000009648737,0.0003388927],"genre_scores_gemma":[0.9989248,0.0000474895,0.0005891964,0.000002153276,9.911679e-7,0.000002340636,0.00003269722,0.00000554661,0.0003948767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004405889,"threshold_uncertainty_score":0.001473963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943150384980266,"score_gpt":0.2196999457326349,"score_spread":0.2002684418828322,"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."}}