{"id":"W2365997556","doi":"","title":"Biorefinery:A New Revolution in Green Energy","year":2008,"lang":"en","type":"article","venue":"China Pulp & Paper","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Biorefinery; Pulp (tooth); Engineering; Biomass (ecology); Waste management; Biochemical engineering; Pulp and paper industry; Biofuel","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":[0.001110886,0.0004690416,0.0005257191,0.0007653105,0.0008672791,0.003443981,0.0007287928,0.002511448,0.009099334],"category_scores_gemma":[0.0009362462,0.0001812566,0.0003861867,0.001378015,0.003003072,0.006767283,0.001909512,0.002981271,0.003145846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899332,"about_ca_system_score_gemma":0.001754841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008803973,"about_ca_topic_score_gemma":0.001193562,"domain_scores_codex":[0.9993736,0.0001266216,0.00002143005,0.00008964957,0.000304729,0.00008396152],"domain_scores_gemma":[0.9995537,0.0001490406,0.00004066748,0.00005715514,0.0001010774,0.00009836019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005054666,0.00005051543,0.0002631984,0.0006098234,0.00001179767,0.0001849555,0.0005980044,0.0004993348,0.006144721,0.6418586,0.08015218,0.2695764],"study_design_scores_gemma":[0.000003894823,0.00002500064,0.000151982,0.0001552841,0.000002633902,0.0001493922,0.0002272766,0.000329968,0.0008769686,0.07460432,0.9234632,0.000009851097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01482184,0.5661961,0.04962119,0.1087554,0.01050899,0.00006655545,0.0002349821,0.0008497984,0.2489451],"genre_scores_gemma":[0.2360585,0.5213469,0.0564496,0.03106686,0.01160972,0.0001462491,0.0004712229,0.000419842,0.1424312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009099334,"threshold_uncertainty_score":0.03044033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030588198209756,"score_gpt":0.1813948811375692,"score_spread":0.1710889991554717,"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."}}