{"id":"W7004916758","doi":"","title":"Optimization of a model IV fluidized catalytic cracking unit","year":2001,"lang":"en","type":"other","venue":"TSpace","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluid catalytic cracking; Cracking; Catalysis; Unit (ring theory); Fluidized bed combustion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000742613,0.0001778232,0.0002447318,0.0001376687,0.00001352482,0.00001005947,0.0001893602,0.0002904873,0.0004464128],"category_scores_gemma":[0.00004338041,0.0001862794,0.0001091212,0.0001259788,0.00005033665,0.000001069697,0.00009403256,0.00006615491,0.000007074632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009391698,"about_ca_system_score_gemma":0.00005689576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003957995,"about_ca_topic_score_gemma":0.00012504,"domain_scores_codex":[0.9993051,0.00002509061,0.0001473236,0.0002807422,0.0001073491,0.0001343398],"domain_scores_gemma":[0.9991304,0.000002697823,0.0001996993,0.0005666534,0.00006604603,0.00003448382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002586602,0.0000855711,0.00004377882,0.0001084896,0.0002688187,0.000006312378,0.00008796877,0.01055655,0.4125015,0.00001422911,0.5755774,0.0007235009],"study_design_scores_gemma":[0.0006523005,0.00009666735,7.429439e-7,0.0002031357,0.0004006492,0.00001008486,0.0001270055,0.06042095,0.6552676,0.0000228239,0.2821143,0.0006837197],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004491989,0.00190818,0.423593,0.00003133949,0.0000150537,0.0002501293,0.000006815933,0.00009610404,0.5736502],"genre_scores_gemma":[0.005284974,0.002573586,0.02948298,0.00007073869,0.0001284699,0.00001540386,0.000689832,0.0003251735,0.9614288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.39411,"threshold_uncertainty_score":0.7596254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643559218662783,"score_gpt":0.3137429413435039,"score_spread":0.2973073491568761,"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."}}