{"id":"W7024905463","doi":"","title":"Study of horizontal geothermal heat pump systems for urban greenhouses in Quebec","year":2023,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse; Urban heat island; Geothermal gradient; Heat flow; Geothermal energy","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":[0.0002431153,0.0002738663,0.0002651995,0.0002781052,0.0009084534,0.001041838,0.0005067472,0.0003110702,0.005499147],"category_scores_gemma":[0.0005008918,0.0001422218,0.0003333932,0.0005115031,0.0003044292,0.0003748382,0.000174568,0.0003058941,0.0002492396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418032,"about_ca_system_score_gemma":0.006336084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9492984,"about_ca_topic_score_gemma":0.9598667,"domain_scores_codex":[0.9998362,0.0000232742,0.00000400881,0.00003327941,0.00004167086,0.00006148378],"domain_scores_gemma":[0.9997546,0.00008241405,0.00001196513,0.000009963045,0.0001159439,0.00002516168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005897809,0.0004822029,0.07477383,0.0004416579,0.0002498703,0.0009263905,0.00102401,0.7841194,0.0389564,0.01206259,0.01249567,0.0738783],"study_design_scores_gemma":[0.0001171766,0.000513685,0.2423583,0.00006700693,0.000134477,0.00009544499,0.004602586,0.71319,0.01592888,0.001176527,0.02173408,0.00008184555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767278,0.0003155779,0.002946899,0.0002676087,0.00002027046,0.0001024934,0.001400321,0.00007096092,0.01814814],"genre_scores_gemma":[0.9885293,0.0001480585,0.0006998248,0.00001807817,0.000002757179,0.00002177869,0.0003700868,0.00001393168,0.0101963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05070162,"threshold_uncertainty_score":0.102886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152798753097248,"score_gpt":0.268094258337669,"score_spread":0.2465662708066965,"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."}}