{"id":"W2886470930","doi":"10.29007/2km4","title":"Investigation and feasibility study of ground source heat pump for office buildings in China","year":2018,"lang":"en","type":"paratext","venue":"EasyChair preprint","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Heat pump; Adaptability; China; Civil engineering; Field survey; Environmental science; Architectural engineering; Engineering; Mechanical engineering; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001480771,0.0004553285,0.0003376113,0.001072984,0.0007923722,0.0007659435,0.000736551,0.0004768869,0.001186399],"category_scores_gemma":[0.001166175,0.0002809171,0.0005647924,0.0009274631,0.0005274407,0.0011074,0.0004614937,0.0002184869,0.0001179372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736099,"about_ca_system_score_gemma":0.002278775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02622169,"about_ca_topic_score_gemma":0.02466562,"domain_scores_codex":[0.9990576,0.0002229121,0.00005906644,0.000126731,0.0003542189,0.0001794913],"domain_scores_gemma":[0.9989775,0.0003308132,0.0001868185,0.00010065,0.0003117373,0.00009242766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001350192,0.002444555,0.7200326,0.001235375,0.0002386787,0.007366381,0.00472961,0.08430027,0.07519737,0.004807918,0.001585143,0.096712],"study_design_scores_gemma":[0.0001615232,0.003931842,0.772861,0.00006669157,0.0003189424,0.0005986967,0.01789871,0.1596084,0.03986281,0.0008235276,0.003755586,0.0001122099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998453,0.00003261443,0.0006028152,0.00002356505,0.000001867664,0.00005007043,0.00005207057,0.00001057662,0.0007733243],"genre_scores_gemma":[0.9990299,0.00006511277,0.0005893502,0.000002965322,0.000001733343,0.00001379219,0.00005501372,0.000001370847,0.0002407151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02622169,"threshold_uncertainty_score":0.05213815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344477420585913,"score_gpt":0.2845381286866754,"score_spread":0.2500903866280841,"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."}}