{"id":"W4399514526","doi":"10.1080/01457632.2024.2362542","title":"Thermal Performance of Conventional-Metal and Novel-Plastic Drain Water Heat Recovery Device","year":2024,"lang":"en","type":"article","venue":"Heat Transfer Engineering","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat sink; Materials science; Thermal conduction; Transient (computer programming); Thermal; Environmental science; Heat transfer; Water flow; Thermal resistance; Nuclear engineering; Process engineering; Mechanical engineering; Composite material; Computer science; Mechanics; Environmental engineering; Engineering; Thermodynamics","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":[0.0001114241,0.0002411882,0.0002211073,0.0002035238,0.0001336126,0.0002772099,0.0003824838,0.0003659431,0.00164232],"category_scores_gemma":[0.0003050699,0.0001088712,0.0002110031,0.0002628268,0.0001501176,0.0004170656,0.0001552071,0.0001611079,0.0003472986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192856,"about_ca_system_score_gemma":0.00006748643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003262653,"about_ca_topic_score_gemma":0.0005305373,"domain_scores_codex":[0.9998494,0.00001133662,0.000009818742,0.00005575911,0.00004775792,0.0000258381],"domain_scores_gemma":[0.9998827,0.00003195134,0.00003029607,0.00001649895,0.00002867899,0.000009822684],"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":[0.0003121923,0.00006366315,0.0009597139,0.0002609975,0.00001709794,0.0001578735,0.0001117535,0.001146208,0.9828649,0.0002331841,0.0007701637,0.01310228],"study_design_scores_gemma":[0.00001220113,0.0004464536,0.003251797,0.00001307815,0.00001814122,0.0001337097,0.00008417874,0.006150596,0.9871141,0.00003040628,0.00272626,0.00001905825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928815,0.0006873268,0.003551954,0.00006647004,0.00009488589,0.00001715975,0.000442616,0.0001712534,0.002086766],"genre_scores_gemma":[0.9944059,0.0002918303,0.002043213,0.0000249283,0.00001147504,0.00002213527,0.0001631988,0.00001707821,0.003020277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00164232,"threshold_uncertainty_score":0.005494118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506534889075667,"score_gpt":0.2266138173773109,"score_spread":0.2115484684865542,"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."}}