{"id":"W2921939909","doi":"10.30958/ajte.3-2-1","title":"Forest Biomass and Paper Industry, a Pathway to Green Biofuels","year":2016,"lang":"en","type":"article","venue":"Athens Journal of Τechnology & Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biofuel; Biomass (ecology); Bioenergy; Environmental science; Natural resource economics; Agroforestry; Business; Economics; Waste management; Engineering; Agronomy; Biology","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":[0.00009874087,0.0003727054,0.0002211246,0.0003113499,0.000419394,0.0007733878,0.0001561191,0.0003444262,0.002211461],"category_scores_gemma":[0.00009587989,0.00009403832,0.0001797037,0.0004766933,0.0001734035,0.0005220931,0.0002678434,0.0004058302,0.000804586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704812,"about_ca_system_score_gemma":0.0007158704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691905,"about_ca_topic_score_gemma":0.004057898,"domain_scores_codex":[0.999916,0.000008741184,0.000002912757,0.00001545288,0.00003654393,0.00002037777],"domain_scores_gemma":[0.9999666,0.000004589806,0.000006144089,0.00000354005,0.000009613369,0.000009361069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001974503,0.0002173255,0.002113969,0.0009349643,0.00003242951,0.0004141824,0.0001027962,0.00350284,0.7084183,0.01527418,0.001543679,0.2672479],"study_design_scores_gemma":[0.00003949021,0.0005268325,0.007184282,0.0001724122,0.00006920828,0.00101012,0.000236483,0.00703506,0.6899076,0.0178084,0.2759783,0.00003181108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6397108,0.1408399,0.133,0.002508466,0.00052721,0.0001943649,0.001181721,0.0006659235,0.08137169],"genre_scores_gemma":[0.838982,0.04678934,0.07736154,0.0003786403,0.00009198697,0.00005883815,0.0009344927,0.00006212621,0.03534101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211461,"threshold_uncertainty_score":0.007398069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005635437360306471,"score_gpt":0.1859803508525228,"score_spread":0.1803449134922164,"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."}}