{"id":"W7027669411","doi":"","title":"Design of an Energy-Efficient Heated Dryer","year":2021,"lang":"en","type":"report","venue":"Mspace (University of Manitoba)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat exchanger; Airflow; Heat recovery ventilation; Air dryer; Curing (chemistry); High heat; Copper in heat exchangers; Dry heat; Plate heat exchanger","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003598714,0.0005459615,0.0009268827,0.000631448,0.0008153279,0.001010362,0.002468702,0.0007793174,0.01193083],"category_scores_gemma":[0.0003508825,0.0005097502,0.0006287196,0.0003333481,0.0002799658,0.0007354183,0.0006148501,0.0006282111,0.003998416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008497196,"about_ca_system_score_gemma":0.0006977431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256569,"about_ca_topic_score_gemma":0.001332818,"domain_scores_codex":[0.9995209,0.00002791768,0.00002119329,0.000167516,0.0002161272,0.00004632828],"domain_scores_gemma":[0.9997788,0.00003413821,0.00003490327,0.00003030448,0.00009896709,0.00002294282],"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":[0.001442627,0.0005740855,0.00340033,0.001093355,0.000147544,0.0004900895,0.000379795,0.02456254,0.7118657,0.008521358,0.01675325,0.2307693],"study_design_scores_gemma":[0.0006690426,0.002165842,0.01018114,0.0001328166,0.0003462084,0.0009388376,0.0001772715,0.3003773,0.4849008,0.001722746,0.1981609,0.0002270787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1551632,0.001380803,0.782763,0.0006820887,0.0007349594,0.001565266,0.001054144,0.01412947,0.04252708],"genre_scores_gemma":[0.6132819,0.0005701818,0.3029012,0.0004662019,0.0001837984,0.00100002,0.0008607004,0.0005836459,0.08015231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01193083,"threshold_uncertainty_score":0.03991258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548697845825909,"score_gpt":0.2313871475338423,"score_spread":0.1859001690755832,"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."}}