{"id":"W2173367296","doi":"10.18331/brj2015.1.3.2","title":"Current and future ABE processes","year":2014,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Political science; Business; Engineering; Electrical engineering","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":[0.006217594,0.0003774027,0.0003443701,0.001086631,0.001839775,0.009078339,0.001391649,0.001794827,0.0306931],"category_scores_gemma":[0.007177195,0.0002452497,0.0004826811,0.001553147,0.002054649,0.01209438,0.002263917,0.00203768,0.005407077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232018,"about_ca_system_score_gemma":0.003956799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458454,"about_ca_topic_score_gemma":0.003684667,"domain_scores_codex":[0.9966691,0.000844385,0.0001771138,0.0003488865,0.001266093,0.0006943781],"domain_scores_gemma":[0.9955606,0.0009875662,0.0003771458,0.000839053,0.001495859,0.0007397199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002000361,0.0002374794,0.001579657,0.0001775613,0.000009155094,0.0001163452,0.0006951729,0.001479284,0.006008986,0.8638644,0.005223317,0.1204086],"study_design_scores_gemma":[0.00003158937,0.0001509856,0.008162962,0.0003254528,0.00001897125,0.0002786327,0.003505393,0.00676655,0.01123249,0.3998788,0.569575,0.00007321266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2373999,0.01706569,0.07903872,0.03785614,0.001862776,0.0002907906,0.0006648244,0.0006735399,0.6251476],"genre_scores_gemma":[0.827915,0.01292381,0.04369514,0.001679285,0.000805629,0.0001093394,0.0005593949,0.0001594418,0.1121531],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0306931,"threshold_uncertainty_score":0.1026786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07072181729436781,"score_gpt":0.3565029446342507,"score_spread":0.2857811273398829,"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."}}