{"id":"W2998679223","doi":"10.6000/1929-6002.2019.08.02","title":"Can Bioethanol Lead Pakistan Towards Sustainability and Prosperity? A Narrative Review","year":2019,"lang":"en","type":"review","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Sustainability; Narrative; Biofuel; Natural resource economics; Lead (geology); Economics; Environmental science; Environmental economics; Business; Development economics; Economic growth; Engineering; Waste management; Biology; Ecology; Philosophy","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":[0.001001773,0.000622961,0.001069707,0.002639232,0.0004002194,0.001911008,0.0008598784,0.001218889,0.004234868],"category_scores_gemma":[0.002745835,0.00024716,0.00078355,0.003663568,0.0004773233,0.001892155,0.0007253782,0.001105648,0.0005731437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008783483,"about_ca_system_score_gemma":0.003816636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393562,"about_ca_topic_score_gemma":0.00522428,"domain_scores_codex":[0.9996982,0.00006303435,0.0000720429,0.00005026078,0.00008771322,0.00002873556],"domain_scores_gemma":[0.9988132,0.0007060181,0.0002096486,0.00001553801,0.0002016546,0.00005396291],"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":[0.0001028206,0.00006050932,0.0005140477,0.258772,0.0004406504,0.0003522084,0.0003770715,0.0003612803,0.0006585316,0.007527196,0.03879161,0.692042],"study_design_scores_gemma":[0.00001836114,0.0001497705,0.0017464,0.102349,0.001017671,0.001285176,0.0006373163,0.0001061303,0.0002823108,0.002354883,0.8900222,0.00003073324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000111023,0.9988035,0.00002683665,0.0004127448,0.0001089517,0.000006368418,0.00002694886,0.000001968212,0.0005017236],"genre_scores_gemma":[0.0007531086,0.9988795,0.00004277517,0.0001659455,0.0000479444,0.0000041601,0.00001485785,3.145323e-7,0.00009140454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004234868,"threshold_uncertainty_score":0.01416707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631299946593671,"score_gpt":0.3619839273132254,"score_spread":0.3356709278472887,"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."}}