{"id":"W4385278381","doi":"10.3390/en16155596","title":"Performance Assessment of Horizontal Ground Heat Exchangers under a Greenhouse in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Greenhouse; Greenhouse gas; Environmental science; Heat exchanger; Climate change; Global warming; Environmental engineering; Meteorology; Engineering; Geology; Geography; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005822224,0.0008207822,0.0003800298,0.0003315051,0.0014064,0.0009639647,0.0008770846,0.0005162664,0.002593808],"category_scores_gemma":[0.0005282533,0.0002621438,0.0005399586,0.0004009796,0.0007203402,0.0004711811,0.0003617833,0.0003667129,0.0002370876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198264,"about_ca_system_score_gemma":0.004897895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8718747,"about_ca_topic_score_gemma":0.9021469,"domain_scores_codex":[0.9996874,0.00003596706,0.000008727841,0.00006603069,0.00007675577,0.0001251737],"domain_scores_gemma":[0.9995469,0.0001168843,0.00002792192,0.00002557406,0.000220989,0.00006167544],"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":[0.0007008706,0.0002935987,0.05565514,0.000176241,0.0000761735,0.0004673275,0.0002011012,0.898159,0.02454444,0.0007376472,0.002061274,0.01692727],"study_design_scores_gemma":[0.0001281648,0.0006405798,0.07019141,0.00002631838,0.00008482514,0.0000604347,0.0007618687,0.9118671,0.0134566,0.0001459009,0.002568675,0.00006798895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993079,0.00009408579,0.001621708,0.00007061661,0.00001144027,0.00005181451,0.0004569611,0.0001466541,0.004467639],"genre_scores_gemma":[0.9976738,0.00004273682,0.000636717,0.00001201971,8.747534e-7,0.00001109667,0.0002532398,0.000008401843,0.001361147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8718747,"threshold_uncertainty_score":0.2577596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061395050071267,"score_gpt":0.2178400419249432,"score_spread":0.2072260914242306,"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."}}