{"id":"W4313505907","doi":"10.1007/978-3-031-17425-4_17","title":"Electrically Heated Fluid Bed as a Low-Carbon Option for Pyrometallurgical Processes","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Carbon fibers; Materials science; Metallurgy; Composite material","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":[0.0001224389,0.0004348426,0.0004855644,0.0003346719,0.0000676354,0.00009588691,0.0001752965,0.0005167228,0.0001463267],"category_scores_gemma":[0.0001007769,0.0003949433,0.0001443653,0.0001776518,0.00002441374,0.00006963659,0.0000277592,0.0003485812,0.0002006142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009730197,"about_ca_system_score_gemma":0.00008472599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006875404,"about_ca_topic_score_gemma":0.00001002806,"domain_scores_codex":[0.9984987,0.000003358912,0.000412905,0.000406683,0.0002745758,0.0004037425],"domain_scores_gemma":[0.9993628,0.0001248153,0.00005453133,0.0001743449,0.0001564387,0.000127025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001394485,0.00038071,0.000007869021,0.0516835,0.005486972,0.0006535366,0.001042284,0.1125954,0.1826243,0.5242916,0.04143655,0.07840278],"study_design_scores_gemma":[0.004852777,0.001978564,0.00001334629,0.006097003,0.001296696,0.0002026322,0.00003626813,0.542049,0.03510823,0.1341652,0.2662205,0.007979729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005524508,0.001314917,0.005042917,0.0001508634,0.000593484,0.001029544,0.00002752845,0.004593579,0.9817227],"genre_scores_gemma":[0.06052025,0.0006968898,0.0007877499,0.00006184336,0.0006314383,0.0001503179,0.0003458298,0.0003865655,0.9364191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4294536,"threshold_uncertainty_score":0.9998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869291934068985,"score_gpt":0.2272878661751883,"score_spread":0.2085949468344985,"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."}}