{"id":"W2149225417","doi":"10.1186/s40538-014-0005-1","title":"Green chemistry, sustainable agriculture and processing systems: a Brazilian overview","year":2014,"lang":"en","type":"article","venue":"Chemical and Biological Technologies in Agriculture","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agriculture; Sustainable agriculture; Renewable energy; Biomass (ecology); Raw material; Greenhouse gas; Hazardous waste; Renewable resource; Biofuel; Production (economics); Environmentally friendly; Environmental science; Food processing; Natural resource economics; Waste management; Business; Biochemical engineering; Engineering; Chemistry; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001231847,0.001033208,0.0006400397,0.004544897,0.0009234255,0.002466882,0.0005665097,0.001046729,0.003007573],"category_scores_gemma":[0.0009341612,0.0003620207,0.0005195334,0.006532747,0.001252772,0.001826994,0.001397389,0.00116651,0.0008134035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004035202,"about_ca_system_score_gemma":0.004796473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188225,"about_ca_topic_score_gemma":0.01263127,"domain_scores_codex":[0.9993592,0.0001367724,0.00006141385,0.0001222046,0.0002469708,0.00007339579],"domain_scores_gemma":[0.999587,0.0001347717,0.00006685115,0.00003023367,0.0001496941,0.00003146671],"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":[0.00004980663,0.0001192398,0.001473095,0.01054994,0.0000675089,0.0004657528,0.001066843,0.002468337,0.006986426,0.2420489,0.01938898,0.7153152],"study_design_scores_gemma":[0.000004329581,0.00007544004,0.002582244,0.003224754,0.00005012404,0.0006174133,0.0003709999,0.0004774341,0.001585085,0.02417178,0.9668172,0.00002326738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002094457,0.9619641,0.002471027,0.002770734,0.0002414833,0.00002080845,0.00009856783,0.00002731088,0.03031153],"genre_scores_gemma":[0.04719979,0.9418787,0.004037716,0.0008662551,0.0002934039,0.00003239524,0.0001150696,0.00002404576,0.005552589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01188225,"threshold_uncertainty_score":0.02927762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006169183813092637,"score_gpt":0.1838470673523331,"score_spread":0.1776778835392404,"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."}}