{"id":"W2124230862","doi":"10.2516/ogst:2008017","title":"Habitat of Biodegraded Heavy Oils: Industrial Implications","year":2008,"lang":"en","type":"article","venue":"Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluvial; Foreland basin; Geology; Petroleum; Earth science; Habitat; Geochemistry; Structural basin; Environmental science; Paleontology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001783603,0.0001577959,0.0002795023,0.0008524091,0.0003400786,0.00002301386,0.0004624737,0.0002342659,0.000007235244],"category_scores_gemma":[0.0002082891,0.0001420459,0.00005115588,0.002697234,0.001683558,0.0002166574,0.0001083815,0.0002043524,0.000007920065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004294485,"about_ca_system_score_gemma":0.0001970361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488814,"about_ca_topic_score_gemma":0.0001371589,"domain_scores_codex":[0.9988573,0.00001205046,0.0003069727,0.0003037019,0.0002095908,0.0003104507],"domain_scores_gemma":[0.9991892,0.00004298044,0.00006700206,0.0004252354,0.0001873758,0.00008823627],"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":[0.00003042336,0.0002868137,0.01894781,0.0002064968,0.0002361915,0.00004406477,0.003007845,0.02821648,0.797747,0.04142853,0.006746345,0.103102],"study_design_scores_gemma":[0.001388867,0.0002537888,0.0006772897,0.0001825249,0.0001080412,0.000261845,0.004469933,0.0313899,0.9378378,0.002588106,0.01987118,0.0009706743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905933,0.001180581,0.0001534091,0.00553479,0.0001383396,0.00003903514,0.00001010716,0.0003528595,0.001997637],"genre_scores_gemma":[0.9931849,0.005373883,0.001130701,0.00002159267,0.00003974938,0.0000364207,0.000005462187,0.00001291838,0.0001944192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400908,"threshold_uncertainty_score":0.620314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233535491206833,"score_gpt":0.2166303826659778,"score_spread":0.1932768335452945,"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."}}