{"id":"W7014567307","doi":"","title":"PERFORMANCE OF HEAT PUMP CHILLED FOUNDATIONS","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat pump; Air source heat pumps; Thermal energy storage; Heat recovery ventilation; Permafrost; Thermal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000310408,0.0003843383,0.0003877952,0.0003503519,0.0003666699,0.0005128483,0.0003207768,0.0003332247,0.003032482],"category_scores_gemma":[0.001012416,0.0002191096,0.0002920932,0.000346569,0.0003311034,0.0002954034,0.0004453271,0.0002678072,0.0005809618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265812,"about_ca_system_score_gemma":0.0004677035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005673493,"about_ca_topic_score_gemma":0.007568837,"domain_scores_codex":[0.9995777,0.00004174771,0.00002029177,0.0000792483,0.000160709,0.000120327],"domain_scores_gemma":[0.9994999,0.0001038336,0.00005885132,0.00008303484,0.0001559648,0.00009843408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003288891,0.0004936869,0.04850058,0.0003433641,0.00009469969,0.0006844023,0.0004527272,0.1377952,0.7313166,0.0007295301,0.0009834395,0.07531691],"study_design_scores_gemma":[0.000134686,0.009598544,0.1411276,0.00005684061,0.0001044748,0.0005543657,0.0005880678,0.09532855,0.7472293,0.0001515416,0.005019639,0.0001063776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987985,0.00004847875,0.0004620284,0.000006055248,0.000006190479,0.000004291419,0.00006560556,0.00004186102,0.0005670329],"genre_scores_gemma":[0.9985379,0.00003743856,0.0003023094,0.00000315797,8.725195e-7,0.000003117936,0.0001025585,0.000008870812,0.001003828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005673493,"threshold_uncertainty_score":0.01128095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439866697538455,"score_gpt":0.2442324532708924,"score_spread":0.2198337862955079,"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."}}