{"id":"W760651187","doi":"","title":"Solar Air Heating at the Linamar CAMTAC Facility in Guelph,Ontario","year":2009,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payback period; Renewable energy; Environmental science; Waste management; Ventilation (architecture); Engineering; Environmental engineering; Mechanical engineering; Electrical engineering","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":[0.0001904351,0.0002247178,0.0002328697,0.0002952143,0.001870629,0.0005463996,0.0004608389,0.0002994045,0.008186818],"category_scores_gemma":[0.0002154638,0.0002010034,0.0002266,0.0003862974,0.0004784242,0.0002256329,0.0003399842,0.0002715038,0.001228424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005532339,"about_ca_system_score_gemma":0.005836866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3275435,"about_ca_topic_score_gemma":0.665996,"domain_scores_codex":[0.999699,0.00002176137,0.000003173765,0.00007160036,0.0001464205,0.00005798423],"domain_scores_gemma":[0.999855,0.0000170747,0.0000125303,0.00001392642,0.0000714252,0.00003008339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001760421,0.0001624901,0.06934298,0.001229035,0.0000820649,0.003916052,0.004001989,0.02457825,0.5502615,0.00980861,0.07057705,0.2642796],"study_design_scores_gemma":[0.0003579401,0.001724541,0.2323548,0.0002475157,0.0001099759,0.002672072,0.002683867,0.03141528,0.2667717,0.0008043044,0.4607015,0.0001565228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299663,0.001238887,0.02503152,0.001219877,0.0001513463,0.0005101156,0.003027641,0.002710614,0.2361438],"genre_scores_gemma":[0.9001356,0.0004551435,0.01424451,0.0001002235,0.0000149715,0.0000986874,0.0007704184,0.000143309,0.08403703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6724565,"threshold_uncertainty_score":0.651274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248904887628946,"score_gpt":0.1846283486742891,"score_spread":0.1721392997979996,"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."}}