{"id":"W2955146682","doi":"10.5539/mer.v9n1p8","title":"The Energy Saving Device for Allocation Fibrous and Roughly of Impurities from Technological Drains of Coloured-Finishing Manufacture","year":2019,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clearing; Work (physics); Process engineering; Colored; Simple (philosophy); Energy (signal processing); Impurity; Materials science; Mechanical engineering; Engineering; Composite material; Business; Mathematics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902466,0.0005572506,0.0004326963,0.0008457159,0.000451636,0.0008693007,0.0009718446,0.0005762917,0.009193781],"category_scores_gemma":[0.0005370521,0.0002725135,0.0003280875,0.0004377576,0.0003490274,0.0006135862,0.0004962518,0.000489803,0.003066828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526866,"about_ca_system_score_gemma":0.0003752135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003321439,"about_ca_topic_score_gemma":0.0005567297,"domain_scores_codex":[0.9995881,0.00004182824,0.00002282466,0.00009408868,0.0002163659,0.00003674428],"domain_scores_gemma":[0.9997184,0.00004662513,0.00004259813,0.00006249212,0.0001144326,0.00001554191],"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":[0.0006796705,0.0001544248,0.001163015,0.0008427114,0.0000290238,0.0003794372,0.0002926239,0.004207485,0.5542337,0.0387665,0.02913494,0.3701166],"study_design_scores_gemma":[0.0001424272,0.0009212854,0.003161891,0.0001241162,0.00009293553,0.00109387,0.0001298267,0.02618284,0.6077473,0.003887464,0.3564177,0.00009829755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07258029,0.001474835,0.8471433,0.0006989044,0.001311247,0.0006703992,0.001177134,0.005240259,0.06970362],"genre_scores_gemma":[0.5469807,0.0009262201,0.3058112,0.001043953,0.0002710889,0.0007875923,0.0009324209,0.0007007416,0.1425461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009193781,"threshold_uncertainty_score":0.03075624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030443054385358,"score_gpt":0.3002707979145542,"score_spread":0.2599663673707007,"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."}}