{"id":"W4235089987","doi":"10.1111/j.1744-7992.2006.311203.x","title":"Iraq's oil sector struggles for survival","year":2006,"lang":"en","type":"article","venue":"Oil and Energy Trends","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Quarter (Canadian coin); Terrorism; Gasoline; Mediterranean climate; Oil production; Forcing (mathematics); Economy; Business; Engineering; Economics; Political science; Petroleum engineering; Geography; Waste management; Geology; Climatology","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":[0.000171526,0.00022328,0.0002673587,0.0001449254,0.0002481978,0.0000801027,0.0001726954,0.0001715155,0.0003269504],"category_scores_gemma":[0.00003955972,0.0001936773,0.000137209,0.0003058341,0.0001400214,0.0001072116,0.00007168868,0.0000866429,0.000003757074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000608796,"about_ca_system_score_gemma":0.00004919726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02060105,"about_ca_topic_score_gemma":0.01835267,"domain_scores_codex":[0.9984396,0.00008141898,0.0002337957,0.0004076353,0.0002425683,0.0005950374],"domain_scores_gemma":[0.9992976,0.0001353047,0.00003806489,0.0002692051,0.0001166813,0.0001431741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009867473,0.00006962628,0.0002505369,0.00003963837,0.00002436419,0.000008246175,0.00002089449,0.001814453,0.0001356629,0.3507731,0.0008844123,0.6458804],"study_design_scores_gemma":[0.0009327688,0.00009917806,0.001444407,0.000008329146,0.00001640811,0.000006254115,0.0001341545,0.001070697,0.000207262,0.007322485,0.9884892,0.0002689287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1083566,0.0007329247,0.00002804975,0.0009681283,0.0003054257,7.873767e-7,0.00004348762,0.0001372779,0.8894274],"genre_scores_gemma":[0.4483589,0.0001110348,0.0001648363,0.00006007803,0.000410066,0.00005224916,0.0001650616,0.00002526816,0.5506525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9876047,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495570671781693,"score_gpt":0.2501902755576332,"score_spread":0.2352345688398163,"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."}}