{"id":"W2112354726","doi":"10.1002/aic.14637","title":"Development of a fluidized bed thermogravimetric analyzer","year":2014,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Thermogravimetric analysis; Fluidization; Pressure drop; Fluidized bed; Volumetric flow rate; Materials science; Chemistry; Spectrum analyzer; Analytical Chemistry (journal); Chemical engineering; Thermodynamics; Chromatography; Physics; Engineering; Electrical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001149885,0.00008917856,0.000233402,0.0001755738,0.0001146594,0.00003673738,0.0002532357,0.00003815976,0.002327901],"category_scores_gemma":[0.00009004446,0.00005961837,0.0001030073,0.0003649771,0.00004077148,0.00006048937,0.00004368812,0.00008763414,0.0001443431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001978918,"about_ca_system_score_gemma":0.00005628964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009800659,"about_ca_topic_score_gemma":0.000004298951,"domain_scores_codex":[0.9988756,0.0001077129,0.0004080613,0.0001045681,0.0003147918,0.0001892999],"domain_scores_gemma":[0.9993692,0.00005017186,0.0002330904,0.0001356501,0.0001106021,0.000101287],"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":[0.00002293118,0.00003908322,0.0007055951,0.000003993638,0.000037951,0.000001279239,0.0004031118,0.000006403091,0.979893,0.00006841812,0.0001472687,0.01867096],"study_design_scores_gemma":[0.0006477868,0.00005481933,0.01133389,0.00002318699,0.0001097953,0.00003353763,0.000127944,0.0001404695,0.9806798,0.0004238859,0.006271859,0.0001530948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927435,0.0001736903,0.006068775,0.00007977591,0.0001012861,0.00002390528,7.672572e-7,0.00001213379,0.0007961619],"genre_scores_gemma":[0.9750628,0.0000111192,0.02459227,0.00007260501,0.0001033577,0.000001098961,6.981192e-7,0.000007315638,0.0001487734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852349,"threshold_uncertainty_score":0.9985841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193088091818131,"score_gpt":0.2337088697365792,"score_spread":0.2217779888183979,"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."}}