{"id":"W2951091187","doi":"10.1089/ind.2019.0005","title":"Testing a Novel, Mechanically Fluidized Bed Pilot Unit Intended for the Production of Bio-Oil and Biochar from Forest Biomass","year":2019,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Biochar; Biomass (ecology); Pyrolysis; Environmental science; Biorefinery; Renewable energy; Bioenergy; Fossil fuel; Pulp and paper industry; Biofuel; Renewable resource; Heat of combustion; Waste management; Combustion; Agronomy; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087111,0.0002003735,0.0003090199,0.0001707392,0.00005036609,0.00001717629,0.0003786564,0.0006500672,0.00002875269],"category_scores_gemma":[0.001650291,0.0001551658,0.00004256505,0.0005413138,0.0001986677,0.00006587784,0.0001500286,0.000303623,0.0000131328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003424251,"about_ca_system_score_gemma":0.00004220112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166684,"about_ca_topic_score_gemma":0.00001146308,"domain_scores_codex":[0.998911,0.00001369732,0.0003651462,0.0003411,0.0001074851,0.0002616001],"domain_scores_gemma":[0.998726,0.000609177,0.0001248805,0.0003824171,0.0001166813,0.00004087438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002064312,0.000029985,0.0001328235,0.00004540282,0.000108775,3.006963e-7,0.00001039211,0.000002335519,0.9746586,0.0006546905,0.00009508167,0.02405518],"study_design_scores_gemma":[0.001631224,0.000304691,0.00001253468,0.00008995268,0.00005816995,0.000006170439,0.00008501791,0.0003388317,0.9954779,0.0007998096,0.001019563,0.0001761968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949287,0.0002760335,0.0003504838,0.002579633,0.0009453766,0.0003722433,0.0000766706,0.0004599941,0.00001088686],"genre_scores_gemma":[0.9982768,0.00003006059,0.001431418,0.00001661975,0.0001283721,0.00004532729,0.00001871502,0.00003381919,0.00001881192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387899,"threshold_uncertainty_score":0.6327478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621595580314703,"score_gpt":0.2248448767428848,"score_spread":0.1786289209397378,"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."}}