{"id":"W2121501174","doi":"10.11575/prism/26294","title":"Geophysical Monitoring Of Salt Remediation","year":2013,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Geophysics; Environmental science; Salt (chemistry); Geology; Petroleum engineering; Chemistry; Contamination","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":[0.00003641166,0.0001255301,0.0002861474,0.00008909215,0.00003976165,0.000003775979,0.0001959432,0.0001793525,0.000043912],"category_scores_gemma":[0.00001160257,0.0001636987,0.0001245407,0.000137417,0.00002848732,0.00009183485,0.00001709516,0.0002122075,0.00004519023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803944,"about_ca_system_score_gemma":0.00001992518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003450783,"about_ca_topic_score_gemma":0.000002020333,"domain_scores_codex":[0.9994112,0.00001675374,0.0001341531,0.0001371279,0.0001832191,0.000117505],"domain_scores_gemma":[0.9994693,0.00005835088,0.0001198667,0.0002025276,0.0000891296,0.00006084071],"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":[0.0000276604,0.000142012,0.0003098483,0.00108503,0.0001902104,0.00000239249,0.002347174,0.0000225914,0.2483825,0.004022166,0.001070503,0.7423979],"study_design_scores_gemma":[0.0008993738,0.000138749,0.8501708,0.0005495129,0.000525412,4.272229e-7,0.0009135021,0.05809646,0.07109506,0.01077516,0.005842253,0.0009933185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549791,0.0001330916,0.03577967,0.00001301363,0.0003139145,0.0002240921,0.0000011768,0.00008833244,0.008467576],"genre_scores_gemma":[0.7363986,0.0006827319,0.2534933,0.000002162917,0.0001998242,0.000007214819,0.0004086964,0.00008447177,0.008722891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8498609,"threshold_uncertainty_score":0.6675439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008707301527830195,"score_gpt":0.2132427581100678,"score_spread":0.2045354565822377,"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."}}