{"id":"W4206144907","doi":"10.2172/794052","title":"KEROGEN OIL VALUE ENHANCEMENT RESEARCH","year":2002,"lang":"en","type":"report","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Government (linguistics); Petroleum industry; Engineering; Operations management; Value (mathematics); Business; Geography; Archaeology; Environmental engineering; Mechanical engineering; Statistics; Mathematics","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":[0.003187082,0.0005098989,0.0003004708,0.00215728,0.0009188552,0.001295184,0.0007464215,0.0004382941,0.009343457],"category_scores_gemma":[0.001928658,0.0001879536,0.0003077284,0.001695582,0.0002176704,0.000730304,0.000744919,0.0006878197,0.003996913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749193,"about_ca_system_score_gemma":0.008125043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139729,"about_ca_topic_score_gemma":0.01642453,"domain_scores_codex":[0.9978558,0.0002897672,0.00007455982,0.0001589623,0.001296666,0.0003241629],"domain_scores_gemma":[0.9970498,0.0001922641,0.0001525463,0.0002882831,0.002116956,0.0002001805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002135182,0.002369545,0.0236084,0.001353089,0.0000884762,0.0006549782,0.0007749788,0.004055641,0.1654979,0.02789181,0.1219829,0.6495871],"study_design_scores_gemma":[0.0001002838,0.001328119,0.02553766,0.0001464914,0.00004626834,0.0002602258,0.000471701,0.001111526,0.2531875,0.002172903,0.7156075,0.00002990892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2884399,0.005754867,0.02187009,0.003935785,0.0007799452,0.004725915,0.02199928,0.0008307733,0.6516634],"genre_scores_gemma":[0.5000414,0.009475381,0.02816978,0.0004687315,0.0001853698,0.001186406,0.03223106,0.0002464002,0.4279954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01139729,"threshold_uncertainty_score":0.03125691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131092049140512,"score_gpt":0.3844406186885709,"score_spread":0.2713314137745197,"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."}}