{"id":"W3137692099","doi":"10.1057/s41599-021-00754-5","title":"“These are the realities”: insights from facilitating researcher-policymaker engagement in Nigeria’s household energy sector","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Science Council; International Development Research Centre","keywords":"Context (archaeology); Knowledge production; Citizen journalism; Government (linguistics); Public relations; Production (economics); Process (computing); Political science; Space (punctuation); Population; Energy (signal processing); Economic growth; Sociology; Business; Public administration; Economics; Knowledge management; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.06380586,0.0007142853,0.0008536515,0.002426952,0.03018998,0.02261065,0.002721184,0.006644795,0.004485322],"category_scores_gemma":[0.05556253,0.001123839,0.0005726413,0.002354463,0.03375778,0.01570449,0.02492695,0.008006595,0.000608867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007579766,"about_ca_system_score_gemma":0.01459283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631494,"about_ca_topic_score_gemma":0.009394648,"domain_scores_codex":[0.8992766,0.09152118,0.001106012,0.001631813,0.001873727,0.004590712],"domain_scores_gemma":[0.8930495,0.09377299,0.003763875,0.002532155,0.002448052,0.004433391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002663757,0.00004830138,0.002107033,0.0001065234,0.000004328446,0.001425009,0.978155,0.00006808385,0.0003551163,0.01326724,0.0005448999,0.003891889],"study_design_scores_gemma":[0.000004570906,0.0000207384,0.0003497093,0.0001689328,0.000004338167,0.0001756692,0.982317,0.00009508056,0.0001628248,0.003527785,0.01316443,0.000008798794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622878,0.002608124,0.01294784,0.06163884,0.0004508734,0.0004552761,0.00007388786,0.00006203981,0.05947547],"genre_scores_gemma":[0.9921271,0.0008540931,0.002654402,0.001904997,0.00004140741,0.0001850134,0.00001575553,0.00002430954,0.002193012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06380586,"threshold_uncertainty_score":0.3374417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2522837172984164,"score_gpt":0.3153010790850618,"score_spread":0.06301736178664541,"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."}}