{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131673,0.0001940697,0.0003103565,0.001001709,0.001611377,0.00108861,0.0003941354,0.0002591501,0.002961778],"category_scores_gemma":[0.0004617522,0.0002562194,0.0002706523,0.00203158,0.0005769523,0.0004300151,0.0005631209,0.0002698311,0.0002541295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01598387,"about_ca_system_score_gemma":0.0147287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907926,"about_ca_topic_score_gemma":0.996856,"domain_scores_codex":[0.9998604,0.000003850533,0.000005013495,0.00002507958,0.00005037538,0.0000552739],"domain_scores_gemma":[0.9995803,0.00003223321,0.00002637025,0.000009126316,0.0002892011,0.00006282229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052266,0.00004893734,0.9247861,0.0001431053,0.0001415115,0.0003477324,0.00199775,0.01354672,0.02600125,0.002475676,0.002154691,0.02775139],"study_design_scores_gemma":[0.000007024112,0.00001233429,0.9918827,0.00001509601,0.00002506719,0.00003276801,0.001357824,0.003197072,0.002029768,0.0001195448,0.001304631,0.00001615926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925475,0.0001117607,0.0002461129,0.00008444922,0.000002063364,0.000007717299,0.002473327,0.0000387431,0.004488362],"genre_scores_gemma":[0.997804,0.00006408932,0.0001140954,0.00001211877,4.115481e-7,0.000002017011,0.0003665398,0.000007280159,0.001629468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598387,"threshold_uncertainty_score":0.1159716,"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."}}