{"id":"W3095317696","doi":"10.22541/au.158329616.67819336","title":"Evolution of the instantaneous flow structure in gas-solid fluidized beds","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fluidization; Fluidized bed; Fluidized bed combustion; Flow (mathematics); Mechanics; Turbulence; Materials science; Work (physics); Waste management; Thermodynamics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000102575,0.000392094,0.0005976033,0.0001735564,0.00004679225,0.00002284047,0.0006575189,0.0005831623,0.000127948],"category_scores_gemma":[0.00009805153,0.0003088932,0.0001930452,0.0006073363,0.00007380203,0.00004823709,0.0001282362,0.0008672049,0.00005094702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145854,"about_ca_system_score_gemma":0.0001015838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591053,"about_ca_topic_score_gemma":0.0005309322,"domain_scores_codex":[0.998384,0.00009136704,0.0005175014,0.0002895693,0.0003757504,0.0003418256],"domain_scores_gemma":[0.9990399,0.000042232,0.00007934534,0.0007150501,0.00003732969,0.00008617778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003276223,0.00001539978,0.00001308046,0.0003445589,0.00005840222,0.00006215895,0.0001121516,0.0005942322,0.01717257,0.00003455034,0.9810838,0.0004763661],"study_design_scores_gemma":[0.00100846,0.00006443057,0.0001279444,0.0003394494,0.0002161473,0.00009264382,0.00003685737,0.01005593,0.0115923,0.0006940431,0.9751301,0.0006417234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006248327,0.001023605,0.00007253754,0.00004579678,0.001350134,0.0003678856,0.9907416,0.00009352449,0.00005663337],"genre_scores_gemma":[0.104646,0.0004613443,0.0002174493,0.00004782394,0.0002887633,0.00001943742,0.8942364,0.00007655481,0.000006287614],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09839762,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567718540171915,"score_gpt":0.2013598740706415,"score_spread":0.1956826886689224,"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."}}