{"id":"W1997758227","doi":"10.1306/05051413193","title":"Determination of the stable isotope composition and total dissolved solids of Athabasca oil sands reservoir porewater: Part 2. Characterization of McMurray Formation waters in the Suncor–Firebag field","year":2014,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); University of Calgary","funders":"","keywords":"Oil sands; Geology; Geochemistry; Isotope; Oil field; Stable isotope ratio; Reservoir modeling; Hydrology (agriculture); Mineralogy; Geotechnical engineering; Petroleum engineering; Asphalt; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004394891,0.00008103669,0.0001405449,0.00003156051,0.0000631578,0.00002227152,0.0001519851,0.00005560516,0.0001712252],"category_scores_gemma":[0.00002496443,0.00004829328,0.0000372859,0.00008689812,0.00006132403,0.0001283442,0.00001893749,0.00006856078,0.000002215885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002741408,"about_ca_system_score_gemma":0.000007448096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008778903,"about_ca_topic_score_gemma":0.0001145644,"domain_scores_codex":[0.9991466,0.00012572,0.0003100148,0.0001040177,0.0001886763,0.0001249295],"domain_scores_gemma":[0.9995121,0.00008636549,0.00017493,0.0001694906,0.00003883363,0.00001827906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004274178,0.000143047,0.7072431,0.0008591249,0.00001710122,0.000001539999,0.008584525,0.0001713857,0.2440885,0.00004313761,0.0005313299,0.03788983],"study_design_scores_gemma":[0.0005704004,0.0002282435,0.6337469,0.0002027023,0.00002133424,0.00001460329,0.0004026048,0.004315001,0.3578919,0.00009427033,0.002378907,0.0001332086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972659,0.00001073201,0.0001931734,0.0008619782,0.00006715274,0.0001005288,0.00004151011,0.000003993543,0.001455048],"genre_scores_gemma":[0.9993743,0.0000245593,0.00006756551,0.00008027075,0.00002627664,0.000002865554,0.0002888545,0.000001990217,0.000133321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138034,"threshold_uncertainty_score":0.1969343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006453101798401133,"score_gpt":0.1799531671343028,"score_spread":0.1735000653359017,"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."}}