{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004177052,0.0006091656,0.0004136541,0.0002403817,0.0006217148,0.0004841582,0.0008572597,0.0006926939,0.001961823],"category_scores_gemma":[0.0004930447,0.0002144434,0.0003585893,0.000213075,0.000431493,0.0005415288,0.0003013926,0.0004704812,0.0004992375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960367,"about_ca_system_score_gemma":0.0007658106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008328347,"about_ca_topic_score_gemma":0.008682817,"domain_scores_codex":[0.9997348,0.00003801736,0.00002057112,0.0000589556,0.00009422687,0.00005325601],"domain_scores_gemma":[0.999785,0.0000586338,0.00002096449,0.00002747495,0.00006470479,0.00004318152],"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":[0.0006300865,0.001477834,0.001660132,0.000248735,0.00002172303,0.0002263484,0.00007373708,0.001341248,0.9864714,0.00009782251,0.0001655602,0.007585417],"study_design_scores_gemma":[0.00028415,0.009483641,0.009713789,0.00001724074,0.00005078691,0.000161074,0.0001589077,0.007902653,0.9697482,0.00005131584,0.002400393,0.00002791463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939581,0.0001048214,0.004165708,0.00007048405,0.00004652562,0.000329345,0.0003320392,0.0001952321,0.0007977142],"genre_scores_gemma":[0.9900873,0.0001782951,0.007496234,0.00003937667,0.000009856211,0.0001916532,0.0003062262,0.00002193773,0.001668979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008328347,"threshold_uncertainty_score":0.01655972,"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."}}