{"id":"W4232270948","doi":"10.1002/9781119181002.ch6","title":"Design Considerations and Installation","year":2016,"lang":"en","type":"other","venue":"Geothermal Energy","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Heat pump; Geothermal energy; Geothermal gradient; Geothermal heating; Heating system; Relation (database); Thermal energy storage; Engineering; Mechanical engineering; Environmental science; Process engineering; Computer science; Civil engineering; Architectural engineering; Systems engineering; Geology; Heat exchanger; Thermodynamics; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001039571,0.001533379,0.000936046,0.001596845,0.001588277,0.001607665,0.001582007,0.001458653,0.1083854],"category_scores_gemma":[0.002010419,0.0007487265,0.0007152529,0.001345429,0.0003890824,0.001685271,0.001151622,0.0009866557,0.04631177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082872,"about_ca_system_score_gemma":0.00131957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688783,"about_ca_topic_score_gemma":0.003192947,"domain_scores_codex":[0.9979975,0.0003019439,0.00009935586,0.0002281351,0.001196063,0.0001771051],"domain_scores_gemma":[0.9990722,0.00009917198,0.0000414857,0.0002168006,0.0004962928,0.00007402979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008318163,0.0003297302,0.002709561,0.002977943,0.00003289254,0.0008526215,0.000651983,0.0219363,0.1107625,0.06035877,0.2114525,0.5871033],"study_design_scores_gemma":[0.00002742597,0.0002463293,0.001395096,0.0001305045,0.00002233074,0.0004856531,0.000143284,0.002881317,0.02014855,0.002966344,0.9715233,0.00002988889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01690889,0.002079272,0.1996387,0.0009919021,0.001172201,0.00181785,0.006238089,0.006775897,0.7643771],"genre_scores_gemma":[0.1250468,0.003222125,0.1548672,0.0008644014,0.00035022,0.002809537,0.007029213,0.002851512,0.7029589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1083854,"threshold_uncertainty_score":0.3625852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749831143486148,"score_gpt":0.225914318622033,"score_spread":0.2084160071871716,"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."}}