{"id":"W2190926082","doi":"10.18331/brj2016.3.1.3","title":"Advances in biofuel production from oil palm and palm oil processing wastes: A review","year":2016,"lang":"en","type":"review","venue":"Biofuel Research Journal","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Palm oil; Palm; Biofuel; Environmental science; Oil production; Pulp and paper industry; Production (economics); Waste management; Oil mill; Agricultural engineering; Petroleum engineering; Agroforestry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007576228,0.001108343,0.001785766,0.004055996,0.0003015553,0.001135961,0.0008833388,0.0008110335,0.002725598],"category_scores_gemma":[0.000919509,0.0004290397,0.0009008136,0.005113717,0.0003474124,0.001595526,0.0007481163,0.001092415,0.0009584909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352107,"about_ca_system_score_gemma":0.001481688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107447,"about_ca_topic_score_gemma":0.00265625,"domain_scores_codex":[0.9996889,0.00003164604,0.00007252935,0.00006151202,0.0001166018,0.0000288703],"domain_scores_gemma":[0.9993997,0.0002507494,0.0001532251,0.00001354405,0.0001455411,0.00003718661],"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":[0.0001092413,0.0001236687,0.000443228,0.06843828,0.0003159941,0.0003185463,0.00008547555,0.0004665625,0.006870653,0.001476254,0.009001655,0.9123504],"study_design_scores_gemma":[0.00003415953,0.0002720529,0.002358826,0.009732306,0.001114122,0.001890756,0.00020096,0.0001879172,0.004144731,0.001505693,0.9784861,0.00007244722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002913444,0.9988678,0.0001468438,0.00008705982,0.00007143317,0.000005311042,0.00003257279,0.000004929862,0.0004927037],"genre_scores_gemma":[0.0009336225,0.9984769,0.0002412599,0.00006379947,0.00004532127,0.000003251079,0.00002970312,9.328988e-7,0.0002051825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004055996,"threshold_uncertainty_score":0.009118021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026665119923177,"score_gpt":0.4053194924426708,"score_spread":0.3026529804503532,"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."}}