{"id":"W6892558907","doi":"10.5281/zenodo.10977922","title":"Review of structural initiatives for addressing energy poverty","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"European Commission","keywords":"Deliverable; Work (physics); Poverty; Task (project management); Energy poverty; Capacity building; Energy (signal processing); Section (typography)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006521047,0.0008912256,0.0009603794,0.005925334,0.0009253169,0.003460377,0.002068669,0.002017829,0.01890322],"category_scores_gemma":[0.01191681,0.0004659298,0.0008656291,0.007788573,0.001296882,0.003209534,0.00317263,0.002070214,0.002697505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005643123,"about_ca_system_score_gemma":0.01589815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260786,"about_ca_topic_score_gemma":0.02096182,"domain_scores_codex":[0.9962681,0.001291546,0.0003738485,0.0002228968,0.001517674,0.0003259184],"domain_scores_gemma":[0.9924981,0.004216157,0.0006889692,0.0002690515,0.002054023,0.0002736275],"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":[0.00007817252,0.0001007695,0.0001479406,0.05931927,0.0001258516,0.0001009762,0.001109303,0.0009781319,0.0006246551,0.1120421,0.1149044,0.7104684],"study_design_scores_gemma":[0.000007396826,0.00004762222,0.0005328058,0.0233939,0.00006337932,0.00003958547,0.0003289166,0.00002829672,0.0001983495,0.003541411,0.9718104,0.000007997854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007607121,0.944229,0.001304162,0.01326632,0.002580406,0.0001375271,0.0004732743,0.00006280814,0.03718572],"genre_scores_gemma":[0.006911993,0.9831666,0.00152004,0.0027216,0.000456796,0.0001540442,0.0003577633,0.00004671606,0.004664418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01890322,"threshold_uncertainty_score":0.06323761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995177472954795,"score_gpt":0.2713322738928193,"score_spread":0.2313804991632714,"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."}}