{"id":"W2908642146","doi":"10.3390/en12020285","title":"Trombe Wall Utilization for Cold and Hot Climate Conditions","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Cold winter; Meteorology; Cold climate; Cooling load; Winter season; Passive solar building design; Heat transfer; Thermal energy storage; Heat load; Environmental engineering; Marine engineering; Nuclear engineering; Engineering; Mechanical engineering; Mechanics; Climatology; Thermodynamics; Thermal; Air conditioning; Geography; Geology; Physics","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":[0.00003244499,0.00007075341,0.00009666754,0.00005141393,0.00003795073,0.00002633751,0.00004470942,0.00006514827,0.00001347873],"category_scores_gemma":[0.000007381989,0.00006672056,0.00002155285,0.00005222603,0.00001618285,0.00011741,0.00001457457,0.00002740163,0.000009408289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128568,"about_ca_system_score_gemma":0.000002426097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001301254,"about_ca_topic_score_gemma":0.00001528237,"domain_scores_codex":[0.9996693,0.000003241481,0.00008382838,0.000084017,0.0000355114,0.0001241008],"domain_scores_gemma":[0.9998087,0.00003710688,0.00001346472,0.000112905,0.00001484267,0.00001296664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000956417,0.00001446755,0.003307373,0.0003412034,0.00009166937,0.000001327898,0.0002423799,0.1579079,0.1421825,0.690259,0.004377285,0.001265238],"study_design_scores_gemma":[0.001821756,0.0002255616,0.01576159,0.000169535,0.00005741242,0.0000135366,0.002353599,0.1371666,0.3890997,0.003163797,0.449348,0.0008189876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969715,0.0007158212,0.000305746,0.00002766154,0.0002639886,0.0001080722,0.00002429325,0.0006290073,0.0009539259],"genre_scores_gemma":[0.9988003,0.0002866884,0.0004746459,0.00001740096,0.0000202894,0.00006589627,0.00002617024,0.00001790001,0.000290689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6870952,"threshold_uncertainty_score":0.2720785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445970659677527,"score_gpt":0.2221624288982971,"score_spread":0.2077027223015218,"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."}}