{"id":"W7036189105","doi":"","title":"Assessing the potential to implement open loop geothermal systems in Canadian underground mines","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat pump; Geothermal gradient; Geothermal heating; Geothermal energy; Resource (disambiguation); Renewable energy; Renewable heat; Tonne","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002315612,0.0006230688,0.0005142212,0.0002300217,0.001517737,0.0008974749,0.002400178,0.0002852609,0.002086796],"category_scores_gemma":[0.00005168647,0.0005008431,0.0001382104,0.0006280902,0.00008041052,0.002359262,0.001036034,0.0005304993,0.001436003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008532,"about_ca_system_score_gemma":0.0000390385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6408425,"about_ca_topic_score_gemma":0.8337503,"domain_scores_codex":[0.9950095,0.0004036346,0.0007921738,0.001081053,0.001077436,0.001636136],"domain_scores_gemma":[0.9979982,0.00005377582,0.0003294566,0.000821333,0.00001394295,0.0007833164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005027749,0.00355508,0.09456737,0.004701315,0.00136575,0.001830264,0.0009681038,0.05431033,0.3603356,0.05630409,0.001529003,0.4200303],"study_design_scores_gemma":[0.001428045,0.0002510979,0.7127333,0.001581828,0.0004572046,0.0000532518,0.009555221,0.0002781065,0.004873437,0.00272803,0.2625928,0.00346768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076789,0.0001078668,2.456029e-7,0.0001422911,0.001268542,0.002546418,0.0001436348,0.00002830914,0.08808382],"genre_scores_gemma":[0.9828849,0.00003767689,0.00009130534,0.0008349267,0.00004710059,0.0004782505,0.0002717349,0.0000947343,0.01525931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6181659,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090076338179226,"score_gpt":0.2726692506913134,"score_spread":0.2517684873095211,"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."}}