{"id":"W7004945726","doi":"","title":"PEAK OIL = TRANSPORT REVOLUTION","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Peak oil; Petroleum; Oil production","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002260099,0.001037903,0.0004290224,0.001231769,0.001920917,0.006273558,0.000666132,0.001595675,0.4909657],"category_scores_gemma":[0.001104979,0.0003193259,0.0003245116,0.002903475,0.0009409192,0.004338936,0.001854504,0.003006984,0.347376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651434,"about_ca_system_score_gemma":0.002772941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05343327,"about_ca_topic_score_gemma":0.07393052,"domain_scores_codex":[0.9995061,0.00005227932,0.0000176536,0.0000815983,0.0001814207,0.0001609572],"domain_scores_gemma":[0.999525,0.00002761526,0.0000329834,0.00007126202,0.0002050456,0.0001380605],"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":[0.000008050114,0.000003126553,0.00003610692,0.00004426368,5.141002e-7,0.000009855166,0.00003610626,0.00001321657,0.00002275474,0.006498917,0.9816705,0.01165639],"study_design_scores_gemma":[0.000001661404,0.000001904709,0.0002493989,0.00002549918,3.386373e-7,0.00001148863,0.00007301143,0.000005795208,0.0000191079,0.0004399568,0.9991699,0.000001909151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0001813537,0.001430147,0.0001691494,0.002126606,0.002294403,0.00003416627,0.005221921,0.0004210067,0.9881213],"genre_scores_gemma":[0.004779709,0.001936321,0.0001662222,0.0011872,0.0004670213,0.00004438439,0.003301282,0.0005779773,0.9875399],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4909657,"threshold_uncertainty_score":0.7260756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006755096722534343,"score_gpt":0.1812905079152353,"score_spread":0.174535411192701,"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."}}