{"id":"W4404201964","doi":"10.1016/j.geothermics.2024.103191","title":"Application of surface and subsurface anomaly linkage in geothermal resource evaluation: A case study of the Corbetti geothermal prospect, main Ethiopian rift","year":2024,"lang":"en","type":"article","venue":"Geothermics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geothermal gradient; Geothermal exploration; Geology; Geothermal energy; Linkage (software); Anomaly (physics); Rift; Resource (disambiguation); Geochemistry; Mining engineering; Earth science; Petrology; Geomorphology; Geophysics; Structural basin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445488,0.00017,0.0002726666,0.00006292782,0.00008453248,0.00003373937,0.0002248756,0.0001058318,0.0001511633],"category_scores_gemma":[0.00005551389,0.0001181044,0.00006076894,0.0008340311,0.0001466974,0.00008565887,0.00002944336,0.0003193047,0.000009314937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009706067,"about_ca_system_score_gemma":0.00008682568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218777,"about_ca_topic_score_gemma":0.0073043,"domain_scores_codex":[0.9979807,0.0005741555,0.0003935309,0.0003769115,0.0004076008,0.0002671574],"domain_scores_gemma":[0.998973,0.000437955,0.0001287806,0.0003458179,0.00005051827,0.00006395924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350707,0.0003820393,0.4948566,0.0002619669,0.00007769313,0.0001589282,0.007557471,0.101121,0.001937803,0.00026001,0.00001799017,0.3932334],"study_design_scores_gemma":[0.0006037276,0.0003596226,0.6439249,0.0000435536,0.0000637489,0.0001355397,0.001213848,0.3516797,0.0003947745,0.001068883,0.0003291319,0.0001825565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968264,0.0009747953,0.0001332819,0.0002160103,0.00007045994,0.001071058,0.00004897794,0.00002442468,0.000634621],"genre_scores_gemma":[0.9993049,0.000007299227,0.0003353832,0.00005694911,0.00004797352,0.000006270885,0.000004638136,0.000009979984,0.0002266113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3930509,"threshold_uncertainty_score":0.9943901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791283396692239,"score_gpt":0.2697471855497931,"score_spread":0.2518343515828707,"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."}}