{"id":"W4224951271","doi":"10.18280/ijsdp.170208","title":"Benchmarking and Multi-Criteria Decision Analysis Towards Developing a Sustainable Policy of Just in Time Production of Biogas in Nigeria","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University","keywords":"Biogas; Benchmarking; Production (economics); Renewable energy; Environmental economics; Biogas production; Sustainable development; Business; Sustainability; Developing country; Natural resource economics; Engineering; Economics; Waste management; Economic growth; Anaerobic digestion; Marketing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02151593,0.0009447041,0.00160959,0.004169946,0.001720743,0.005961007,0.001313727,0.001910791,0.00192678],"category_scores_gemma":[0.01941943,0.0004933212,0.001187487,0.00469285,0.001654145,0.003422247,0.002500349,0.002307257,0.0001446646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005576323,"about_ca_system_score_gemma":0.008965376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00653072,"about_ca_topic_score_gemma":0.008300947,"domain_scores_codex":[0.9774219,0.01771647,0.0009239559,0.000529737,0.002377745,0.001030122],"domain_scores_gemma":[0.9866815,0.009743303,0.001114335,0.0002285235,0.001775421,0.0004569345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004559368,0.0005711336,0.009520604,0.002116491,0.0003071629,0.0007871191,0.001287213,0.6708902,0.001476617,0.1837077,0.00320442,0.1256753],"study_design_scores_gemma":[0.000082153,0.0005111604,0.004957967,0.001778541,0.0001284091,0.0001455549,0.005460107,0.8272694,0.002289274,0.1461014,0.01113319,0.0001429308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2855489,0.01188591,0.6158624,0.01276071,0.0005644885,0.002320445,0.0004449225,0.000168275,0.07044405],"genre_scores_gemma":[0.8504235,0.003638282,0.1437375,0.0003192439,0.0000569856,0.0004823868,0.0001618629,0.00001425071,0.001166016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02151593,"threshold_uncertainty_score":0.1137885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518793897310683,"score_gpt":0.2847435742816928,"score_spread":0.269555635308586,"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."}}