{"id":"W3100037510","doi":"","title":"Shallow Geothermal Energy Content Across Canada - Heat Gain And Heat Sink","year":2009,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geothermal energy; Geothermal heating; Environmental science; Heat sink; Sink (geography); Heat flow; Geothermal gradient; Geology; Meteorology; Geography; Thermodynamics; Thermal; Geophysics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060738,0.000208221,0.0002405087,0.00003488359,0.0001533126,0.00009954523,0.0001243618,0.0000836707,0.0000068969],"category_scores_gemma":[0.00004980599,0.0002035895,0.00005652551,0.000118243,0.00002255173,0.000122218,0.00002267076,0.000172426,0.000004132278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175731,"about_ca_system_score_gemma":0.00003346635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4383269,"about_ca_topic_score_gemma":0.560508,"domain_scores_codex":[0.9987027,0.00002204133,0.0003351099,0.0002312778,0.0002508958,0.0004579843],"domain_scores_gemma":[0.9994639,0.00005418841,0.00002432793,0.0002056335,0.00003427373,0.0002176363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005508405,0.00001539149,0.002675711,0.00002259506,0.00005672804,0.00008769985,0.000232268,0.962113,0.03203852,0.00001892695,0.0001090761,0.002624593],"study_design_scores_gemma":[0.001356112,0.00007820782,0.2279338,0.0004154382,0.00007812208,0.00004012679,0.0009869109,0.6705658,0.08251897,0.00004299361,0.01462769,0.001355724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934438,0.0008333045,0.0001657376,0.0005972869,0.0001618262,0.00004296256,0.000003472965,0.000203093,0.004548468],"genre_scores_gemma":[0.9990146,0.0001367493,0.0001313819,0.0004206089,0.0001326637,0.00000385268,0.000006596235,0.00002740187,0.0001261747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2915471,"threshold_uncertainty_score":0.8302138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387365328954918,"score_gpt":0.2079362143732358,"score_spread":0.1940625610836866,"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."}}