{"id":"W2078205452","doi":"10.3390/su3112115","title":"Toward a Heat Recovery Chimney","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Waste heat; Electricity; Heat exchanger; Condenser (optics); Environmental science; Waste heat recovery unit; Heat recovery ventilation; Cogeneration; Renewable energy; Chimney (locomotive); Waste management; Airflow; Electricity generation; Energy recovery; Engineering; Environmental engineering; Mechanical engineering; Inlet; Energy (signal processing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015392,0.000115237,0.0001438044,0.0000606164,0.00003275833,0.00001232157,0.0001526458,0.00011645,0.00006736656],"category_scores_gemma":[0.0002144324,0.0001043371,0.00006832955,0.0001538525,0.00005397952,0.0001187115,0.00004945419,0.0001231129,0.00001435558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184452,"about_ca_system_score_gemma":0.00003816062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439725,"about_ca_topic_score_gemma":0.00002969865,"domain_scores_codex":[0.9993423,0.00001740848,0.0001525271,0.0001582819,0.00006701185,0.0002624549],"domain_scores_gemma":[0.999433,0.00001684673,0.000007776291,0.0004061554,0.00009428627,0.00004190913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002907095,0.0007945946,0.3633012,0.006664134,0.0008246874,0.0005986856,0.01905356,0.01286285,0.001554033,0.237001,0.01440029,0.3426543],"study_design_scores_gemma":[0.001084065,0.0005422769,0.3369126,0.00006683955,0.00005521495,0.00007349347,0.01149555,0.004929956,0.03999625,0.5298199,0.07323619,0.001787613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737532,0.0004423063,0.003113305,0.00008636934,0.0004171072,0.0002102421,0.000003234949,0.001841929,0.02013233],"genre_scores_gemma":[0.9992815,0.00001741674,0.0004517709,0.00000950701,0.000029668,0.00004785822,0.000001265214,0.00001752691,0.0001435328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408667,"threshold_uncertainty_score":0.4254744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884310637137356,"score_gpt":0.1984336948336827,"score_spread":0.1795905884623091,"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."}}