{"id":"W2085397581","doi":"10.1016/j.orggeochem.2007.08.008","title":"Secondary hydrocarbon generation potential from heavy oil, oil sand and solid bitumen during the artificial maturation","year":2007,"lang":"en","type":"article","venue":"Organic Geochemistry","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Hydrocarbon; Oil sands; Petroleum engineering; Environmental science; Fossil fuel; Geology; Crude oil; Mineralogy; Waste management; Chemistry; Materials science; Engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536525,0.0001756998,0.000153784,0.00004351125,0.0002097846,0.0001296416,0.0001067869,0.0001638319,0.0004067871],"category_scores_gemma":[0.00001905203,0.0001518912,0.00005270871,0.0001717463,0.00003912367,0.0001381405,0.00003786306,0.0002625415,0.00002385839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006518109,"about_ca_system_score_gemma":0.00002505021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003288015,"about_ca_topic_score_gemma":0.0001394161,"domain_scores_codex":[0.998998,0.00001597706,0.0003065511,0.0002339421,0.0002092673,0.0002362923],"domain_scores_gemma":[0.9995542,0.00001678221,0.00005071607,0.0002527506,0.00003008061,0.00009549638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001470135,0.00001071345,0.0000242336,0.00003663577,0.00006120637,0.00001066246,0.0002471166,0.001783829,0.9956086,0.000001089869,0.0001695465,0.002031619],"study_design_scores_gemma":[0.000213348,0.000003545524,0.0003395019,0.00001093433,0.00004602948,0.00001589864,0.0002321472,0.08414206,0.9145827,0.00004954141,0.0001820008,0.0001822866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954732,0.0005906401,0.001180309,0.0002925743,0.0002150495,0.00002043829,0.00001181329,0.0001453693,0.002070623],"genre_scores_gemma":[0.9979682,0.00021832,0.00006274197,0.0000409591,0.001015846,0.000005016871,0.0001974026,0.00002903854,0.000462483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08235823,"threshold_uncertainty_score":0.6193944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005075176292884735,"score_gpt":0.1898735254369637,"score_spread":0.184798349144079,"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."}}