{"id":"W4384009788","doi":"10.1306/10242219118","title":"Comparison of the morphology, facies, and reservoir quality of valley fills in the southern Athabasca Oil Sands Region, Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil sands; Geology; Facies; Geochemistry; Mining engineering; Geomorphology; Archaeology; Asphalt; Geography; Structural basin","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":[0.0004495672,0.0001074907,0.0002856572,0.00005789296,0.00005687426,0.000008659879,0.0003186907,0.00006900079,0.0000876786],"category_scores_gemma":[0.0001945839,0.00006682149,0.00006984657,0.000460149,0.00009938641,0.00001128793,0.0000673454,0.0001740985,0.00001067257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410326,"about_ca_system_score_gemma":0.00004430008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5287158,"about_ca_topic_score_gemma":0.7276161,"domain_scores_codex":[0.9987894,0.0002306483,0.0004181081,0.0001268566,0.0002663329,0.0001686072],"domain_scores_gemma":[0.9990921,0.0003624184,0.00009082686,0.000388414,0.00003529152,0.00003097225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006096288,0.0001153769,0.3140923,0.0005090879,0.0003079136,0.0000165323,0.03435191,0.1916983,0.002241205,0.0004059092,0.4555811,0.000619385],"study_design_scores_gemma":[0.003034482,0.0001111913,0.3223751,0.0003522947,0.0001757437,0.00001586458,0.07602567,0.08818543,0.007179928,0.000363618,0.5010399,0.001140813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889805,0.0002912992,0.00001642182,0.008255155,0.00006094491,0.00006196814,0.00002529922,0.00001948349,0.002288927],"genre_scores_gemma":[0.9978541,0.0001088206,0.000009300694,0.0001109144,0.00001374167,0.00001311946,0.00001830111,0.00001170384,0.001859977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1989002,"threshold_uncertainty_score":0.4744225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000350927951352,"score_gpt":0.2627658415235845,"score_spread":0.2327623322440709,"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."}}