{"id":"W4392958333","doi":"10.3390/resources13030045","title":"Assessment of Environmental Impacts of Thermal Caisson Geothermal Systems","year":2024,"lang":"en","type":"article","venue":"Resources","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Geothermal gradient; Caisson; Geothermal energy; Petroleum engineering; Environmental science; Geology; Engineering; Geotechnical engineering; Geophysics","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":[0.000667304,0.0006097461,0.0003702713,0.001133076,0.0003517275,0.001005455,0.0004197659,0.0004715417,0.001318897],"category_scores_gemma":[0.0005949606,0.0001735676,0.0005898235,0.0009508572,0.0003085221,0.0006159566,0.0006415986,0.0002779809,0.0001724017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356358,"about_ca_system_score_gemma":0.0009656147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356168,"about_ca_topic_score_gemma":0.01955339,"domain_scores_codex":[0.9995186,0.00008564178,0.00001751375,0.00003882247,0.000288744,0.00005064279],"domain_scores_gemma":[0.9996486,0.000119185,0.00004340538,0.00002271692,0.000149272,0.000016859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005573944,0.000181222,0.04959955,0.0005052928,0.0002280976,0.0004586125,0.0001906823,0.8243592,0.05470174,0.001719512,0.0005468921,0.06695176],"study_design_scores_gemma":[0.00005455883,0.002065436,0.1263202,0.00009084988,0.0002648844,0.0002535263,0.001178155,0.686013,0.1738447,0.002404492,0.007407526,0.0001026911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978588,0.0003928,0.01217933,0.00005329854,0.000010088,0.0001407436,0.000611116,0.00008425389,0.007940358],"genre_scores_gemma":[0.9944656,0.0002386138,0.003047699,0.00001010355,0.000002259274,0.00005581473,0.0003333252,0.0000168826,0.001829642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356168,"threshold_uncertainty_score":0.02696544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00795480318663056,"score_gpt":0.2377370847163505,"score_spread":0.2297822815297199,"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."}}