{"id":"W2748224626","doi":"10.5703/1288284316506","title":"Technology to Manufacture Oriented PVC (PVC-O) Pipes","year":2017,"lang":"en","type":"report","venue":"","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Pipeline transport; Thermoplastic; Manufacturing engineering; Technology development; Engineering; Process (computing); Materials science; Mechanical engineering; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005190493,0.0007982449,0.0002165036,0.001312873,0.0005135398,0.0006875274,0.0004804845,0.0006727852,0.007068703],"category_scores_gemma":[0.0005090847,0.0004135305,0.0003353038,0.0009999969,0.0003186484,0.0009171499,0.0005305505,0.001685977,0.007286694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023137,"about_ca_system_score_gemma":0.001280625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009756126,"about_ca_topic_score_gemma":0.001319904,"domain_scores_codex":[0.9993836,0.00002356635,0.00002914986,0.00007738014,0.0004150696,0.0000712582],"domain_scores_gemma":[0.9997788,0.00002563836,0.00003379555,0.00003013953,0.0001060087,0.00002559937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006772184,0.0003988464,0.001225604,0.001399532,0.00001588329,0.000744805,0.000353204,0.001627154,0.6891998,0.02331168,0.02058342,0.2610723],"study_design_scores_gemma":[0.00001914515,0.0002866253,0.001773819,0.0001190876,0.00001456125,0.001106109,0.00008845251,0.001045047,0.5886334,0.00135713,0.4055261,0.00003050716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1676944,0.01586931,0.4008512,0.00284182,0.002928762,0.004289207,0.003207013,0.002676411,0.3996419],"genre_scores_gemma":[0.3113111,0.03974244,0.3936537,0.001086159,0.0003742653,0.002473815,0.006832316,0.0006230992,0.2439031],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007068703,"threshold_uncertainty_score":0.02364713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635075588755793,"score_gpt":0.3367865957439388,"score_spread":0.3104358398563808,"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."}}