{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000173563,0.0002989162,0.000167171,0.0009730106,0.0003790682,0.001446162,0.000681638,0.0006824924,0.005322727],"category_scores_gemma":[0.0006198434,0.0001382401,0.0002057104,0.001564959,0.0005572203,0.000940986,0.0006394729,0.0002132207,0.0006094708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131251,"about_ca_system_score_gemma":0.000543537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451387,"about_ca_topic_score_gemma":0.009776686,"domain_scores_codex":[0.9998907,0.00002461983,0.000005176745,0.00002575161,0.00001955089,0.00003423038],"domain_scores_gemma":[0.9996823,0.00009282973,0.00007861853,0.00001160103,0.0000853221,0.00004927969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008017077,0.0004188564,0.6231111,0.00174995,0.0001003127,0.006123015,0.001233855,0.0393015,0.03041692,0.01903745,0.003566979,0.2741384],"study_design_scores_gemma":[0.00002252633,0.0006017305,0.8647276,0.0004248028,0.000122335,0.004756058,0.01109793,0.03689829,0.0138422,0.02968301,0.03771224,0.0001112349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365019,0.02788178,0.006050467,0.00382751,0.0000621486,0.00003071208,0.001188135,0.00007638928,0.02438088],"genre_scores_gemma":[0.9913312,0.006458674,0.0006130113,0.00004624084,0.00002355588,0.000003517756,0.0001498754,0.000005143288,0.001368742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451387,"threshold_uncertainty_score":0.02885878,"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."}}