{"id":"W6995686320","doi":"","title":"PEAK OIL/CLIMATE PANEL","year":2007,"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":"Work (physics); Sustainable energy; Energy (signal processing)","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":[0.0003434884,0.0006000864,0.0002256449,0.0005801896,0.003104125,0.002595584,0.0005395061,0.001575592,0.470701],"category_scores_gemma":[0.0007374089,0.0003520447,0.0002636397,0.0008838148,0.0002500144,0.000843252,0.001009197,0.001847477,0.2353943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282034,"about_ca_system_score_gemma":0.004047291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1588783,"about_ca_topic_score_gemma":0.4408436,"domain_scores_codex":[0.9996595,0.00001275971,0.000004777953,0.0000389827,0.000149273,0.0001346722],"domain_scores_gemma":[0.9993553,0.00002131946,0.00001507783,0.00002677877,0.0003905716,0.0001909435],"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":[0.00001037974,0.000007740189,0.0001096091,0.00001155609,4.538969e-7,0.00001646474,0.00001132265,0.000009648268,0.00007311479,0.0002593341,0.992955,0.006535359],"study_design_scores_gemma":[0.000002419242,0.000003041566,0.0009510533,0.00001438709,8.267324e-7,0.000009937724,0.00008230483,0.000009616984,0.00008406369,0.00005541369,0.9987841,0.000002829541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008734951,0.0006204002,0.0001701296,0.003014121,0.00196663,0.0000930149,0.004562689,0.0003523952,0.9883471],"genre_scores_gemma":[0.002013381,0.0002836553,0.00007688452,0.0006183677,0.00009635096,0.0000198164,0.0012848,0.0001494535,0.9954572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.470701,"threshold_uncertainty_score":0.7549808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069565660005939,"score_gpt":0.2029098706033774,"score_spread":0.192214214003318,"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."}}