{"id":"W4405701527","doi":"10.2139/ssrn.5068171","title":"Geochemical Gas Monitoring at Newell County Field Research Station: A CCS case study","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Carbon Management Canada","funders":"","keywords":"Field (mathematics); Geology; Environmental science; Mining engineering; Earth science; Hydrology (agriculture); Geotechnical engineering","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":[0.0008453509,0.0003084674,0.0002353357,0.001116296,0.002417173,0.0009537267,0.001048177,0.001044508,0.001854669],"category_scores_gemma":[0.002142174,0.0002003977,0.0002111323,0.002070438,0.0009331403,0.0009011226,0.0008519633,0.0004903607,0.0001485757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005300371,"about_ca_system_score_gemma":0.00554555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6458361,"about_ca_topic_score_gemma":0.8425467,"domain_scores_codex":[0.9993957,0.0001482688,0.00001838235,0.00008748363,0.0002084658,0.0001416417],"domain_scores_gemma":[0.9981287,0.0008647632,0.0001691161,0.0001008793,0.0005091251,0.000227459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001181097,0.002482846,0.7799351,0.0004433304,0.0001709522,0.02259231,0.01375507,0.05519491,0.01277131,0.008839697,0.0123965,0.09023686],"study_design_scores_gemma":[0.000261139,0.001702608,0.7367234,0.000186112,0.0002279703,0.002653928,0.08997173,0.128765,0.007033316,0.00301896,0.02931515,0.0001407253],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929865,0.00005414411,0.0004931949,0.0002435164,0.000004200133,0.0000690918,0.0003987417,0.00002252863,0.005728067],"genre_scores_gemma":[0.9952083,0.0001167665,0.001323539,0.00004183105,0.000005584084,0.00004639257,0.0002446227,0.00000885649,0.003004032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6458361,"threshold_uncertainty_score":0.7124993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933439188417014,"score_gpt":0.307631268116093,"score_spread":0.2882968762319228,"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."}}