{"id":"W4256336303","doi":"10.15173/esr.v12i1.454","title":"Energy Update","year":2003,"lang":"en","type":"article","venue":"Energy Studies Review","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Economics; Environmental science; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004558504,0.000585442,0.0006753165,0.005438207,0.002959456,0.004827025,0.002878548,0.003612867,0.05838625],"category_scores_gemma":[0.009022505,0.0003553255,0.0010196,0.007138134,0.0008511089,0.002329721,0.001290407,0.002600631,0.01056995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02026672,"about_ca_system_score_gemma":0.06885926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8090605,"about_ca_topic_score_gemma":0.9232385,"domain_scores_codex":[0.996884,0.0002692955,0.0002005267,0.0001379943,0.002027314,0.0004809047],"domain_scores_gemma":[0.981323,0.0009138476,0.0002783488,0.000574938,0.01601213,0.0008977817],"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":[0.00004302779,0.00002164106,0.000391928,0.000363812,0.00001009234,0.00008885154,0.0001172329,0.00007688491,0.0001237692,0.005232649,0.9410118,0.05251821],"study_design_scores_gemma":[0.000001793375,0.00000257983,0.0004419195,0.00009405285,0.000006163588,0.00001294706,0.00005154276,0.000006039464,0.00003417412,0.0001338033,0.9992121,0.000002690991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002928985,0.1079091,0.001688798,0.1508941,0.06581239,0.0004018692,0.02123181,0.0008417997,0.6482911],"genre_scores_gemma":[0.01801968,0.08207759,0.004103257,0.06240183,0.005208208,0.0002425959,0.01148941,0.0003446339,0.8161127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8090605,"threshold_uncertainty_score":0.3841279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556057303262214,"score_gpt":0.3317056953109529,"score_spread":0.2961451222783308,"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."}}