{"id":"W1981173237","doi":"10.1144/sp326.6","title":"Global Infracambrian petroleum systems: a review","year":2009,"lang":"en","type":"review","venue":"Geological Society London Special Publications","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Petroleum engineering; Environmental science; Geology; Paleontology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000473939,0.0006649664,0.002384973,0.0001037803,0.0002461399,0.000282179,0.0009689282,0.0008869567,0.001072697],"category_scores_gemma":[0.0001938987,0.0005150735,0.002280673,0.00268866,0.0001364556,0.0002568176,0.0001270584,0.0007469603,0.0009838135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629422,"about_ca_system_score_gemma":0.0002092624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435352,"about_ca_topic_score_gemma":0.000022706,"domain_scores_codex":[0.9965326,0.0002350456,0.001392298,0.0006322684,0.0005642088,0.0006436259],"domain_scores_gemma":[0.9980897,0.00009989818,0.0003140004,0.000902913,0.0001905328,0.0004029204],"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":[4.232312e-7,0.00009362987,0.000005377573,0.01031588,0.000524922,0.00000315834,0.000009205644,0.001196655,1.172802e-8,0.007713087,0.6904512,0.2896864],"study_design_scores_gemma":[0.00009468913,0.00001820267,0.00001502301,0.002991769,0.0008556236,0.00002485843,0.00001229948,0.001456833,2.804236e-9,0.000113785,0.9938979,0.0005190401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.017183e-7,0.9346804,0.00211414,0.001112652,0.0004040537,0.0009666508,0.0001668526,0.0009330577,0.05962199],"genre_scores_gemma":[0.000003763269,0.9921883,0.0002075402,0.0005158128,0.002939753,0.0006133689,0.001503546,0.00003802836,0.001989935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3034467,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188590986712497,"score_gpt":0.2912785810427093,"score_spread":0.2593926711755843,"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."}}