{"id":"W958152525","doi":"10.11575/prism/27867","title":"Stable Isotope and Geochemical Investigations into the Hydrogeology and Biogeochemistry of Oil Sands Reservoir Systems in Northeastern Alberta, Canada","year":2013,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biogeochemistry; Hydrogeology; Geology; Oil sands; Geochemistry; Stable isotope ratio; Earth science; Hydrology (agriculture); Oceanography; Archaeology; Geotechnical engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001866069,0.0001918615,0.0001714824,0.0015871,0.001413164,0.0007270045,0.0005749709,0.000138012,0.0006226971],"category_scores_gemma":[0.0002760958,0.0001746642,0.0001301936,0.002248408,0.0006053956,0.0001693492,0.0003287845,0.0001334114,0.00007276241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272411,"about_ca_system_score_gemma":0.01058424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783924,"about_ca_topic_score_gemma":0.9941645,"domain_scores_codex":[0.9998097,0.00001044706,0.00000691882,0.00002811477,0.00009116366,0.00005365346],"domain_scores_gemma":[0.9997318,0.00001840103,0.00003624996,0.000005936563,0.0001516028,0.00005597172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002032458,0.0000570481,0.9430397,0.0000831257,0.00005580678,0.0006743605,0.003676924,0.00213752,0.01687445,0.0005225456,0.0004990775,0.03217635],"study_design_scores_gemma":[0.00000398802,0.00001890988,0.9938128,0.00001069359,0.000009529866,0.00005284092,0.002172122,0.001486771,0.001142494,0.00003715165,0.001244791,0.000007857368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981565,0.0001460038,0.0001070202,0.00002540023,9.895248e-7,0.00001001662,0.0002366335,0.00000858677,0.001308899],"genre_scores_gemma":[0.9979868,0.0001846335,0.0003682642,0.0000121256,7.725438e-7,0.00000399529,0.0002191676,0.00000229328,0.00122193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160764,"threshold_uncertainty_score":0.09232038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004648938617634791,"score_gpt":0.1665719179858282,"score_spread":0.1619229793681934,"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."}}