{"id":"W1499701224","doi":"","title":"PREDICTION OF CATALYST ATTRITION IN AN INDUSTRIAL FLUIDIZED BED PLANT BASED ON LAB SCALE ATTRITION TESTS","year":2010,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Fluidized bed; Pilot plant; Catalysis; Process engineering; Scale (ratio); Process (computing); Maleic anhydride; Butane; Environmental science; Engineering; Waste management; Materials science; Chemistry; Computer science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006674913,0.0005532061,0.0006656354,0.0004160189,0.000659105,0.0008778957,0.0007254242,0.001045915,0.001050759],"category_scores_gemma":[0.001701962,0.000300537,0.0004703095,0.0002831711,0.0004972059,0.0005521572,0.000323517,0.0007162857,0.0002748136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516238,"about_ca_system_score_gemma":0.0007211094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008580981,"about_ca_topic_score_gemma":0.00393148,"domain_scores_codex":[0.9997618,0.00005104899,0.0000110654,0.00004187267,0.00008084264,0.00005340952],"domain_scores_gemma":[0.9990295,0.0006731738,0.00007891013,0.00004548677,0.0001157643,0.00005712571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004473825,0.0002709783,0.007799276,0.000060831,0.00001551778,0.0001362765,0.00004353822,0.9595805,0.02448519,0.0003086346,0.0001478965,0.006704045],"study_design_scores_gemma":[0.00003923252,0.0004103093,0.002634414,0.000004400205,0.00000967682,0.00001298062,0.00003242159,0.9742441,0.02229657,0.0001715396,0.0001291225,0.00001525226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826032,0.00006559915,0.01575918,0.00004403664,0.000006571651,0.00006475579,0.0001464267,0.0001654506,0.001144918],"genre_scores_gemma":[0.9980514,0.00003779796,0.001484518,0.000003909396,0.000001033829,0.0000322683,0.00007087395,0.000007173945,0.0003110603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008580981,"threshold_uncertainty_score":0.01706207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841727951272432,"score_gpt":0.2117981074999861,"score_spread":0.1933808279872618,"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."}}