{"id":"W2376076412","doi":"","title":"THE ANALYSES OF CHARACTERISTICS OF BIO-OIL PRODUCED FROM BIOMASS BY FLASH PYROLYSIS","year":2004,"lang":"en","type":"article","venue":"","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Pyrolysis; Biomass (ecology); Flash (photography); Fluidized bed; Environmental science; Pulp and paper industry; Materials science; Waste management; Agronomy; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159755,0.0001016548,0.0002334752,0.00005796808,0.00007217826,0.00002623174,0.0003266003,0.00007730201,0.0004187218],"category_scores_gemma":[0.0001829187,0.00006037344,0.0001002065,0.0004856465,0.0001760899,0.00004050597,0.0001079872,0.0000925257,0.00003837725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002882127,"about_ca_system_score_gemma":0.00008334003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019695,"about_ca_topic_score_gemma":0.000693591,"domain_scores_codex":[0.9988824,0.00004405187,0.000349958,0.0001798222,0.0003437288,0.0002001145],"domain_scores_gemma":[0.9990644,0.0001467228,0.0001155751,0.0004351153,0.0001837651,0.00005444519],"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":[0.00007515242,0.0001163206,0.001863752,0.00001138502,0.0002325747,0.00000181668,0.00006139235,0.00001457259,0.8765584,0.0005436837,0.001298383,0.1192225],"study_design_scores_gemma":[0.0002638662,0.0000573293,0.003710221,0.00001173559,0.00003801475,2.232688e-7,0.0001271034,0.00003442406,0.9724224,0.0003530797,0.02290254,0.00007911416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917588,0.0002169052,0.00002913582,0.001347077,0.00005192102,0.0000337179,0.00009193661,0.00002276552,0.006447708],"genre_scores_gemma":[0.992874,0.0001602792,0.000038441,0.00001628358,0.00006416457,0.000008057684,0.00005666571,0.00001002017,0.006772043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191434,"threshold_uncertainty_score":0.9868329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422266864726249,"score_gpt":0.302811691027268,"score_spread":0.2605850045546431,"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."}}