{"id":"W4389194132","doi":"10.1111/ijac.14610","title":"Corrosion mechanism and behavior of nickel slag on semi‐rebonded magnesia‐chrome brick for top‐blown furnace","year":2023,"lang":"en","type":"article","venue":"International Journal of Applied Ceramic Technology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"National Natural Science Foundation of China","keywords":"Materials science; Metallurgy; Corrosion; Nickel; Brick; Magnesium; Spinel; Microstructure; Oxide; Slag (welding); 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":[],"consensus_categories":[],"category_scores_codex":[0.0002068492,0.0001249456,0.0002305176,0.0006895366,0.00002594416,0.00001791804,0.0002801264,0.0001872645,0.00003129157],"category_scores_gemma":[0.00002967462,0.000114482,0.00007704319,0.0001796222,0.0000408061,0.00005607708,0.00004804049,0.000316076,0.00001152791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007860682,"about_ca_system_score_gemma":0.00001627711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001793661,"about_ca_topic_score_gemma":0.000002160873,"domain_scores_codex":[0.9990639,0.000005228284,0.0004227721,0.0001217591,0.0002381296,0.0001481728],"domain_scores_gemma":[0.9994755,0.00006716345,0.0002062041,0.00009686612,0.0001157304,0.00003858203],"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":[0.0000996282,0.00005703598,0.00004709621,0.00002670875,0.00004977284,0.00002317569,0.00005760874,0.0004193677,0.9218037,0.03802935,0.0002711808,0.03911537],"study_design_scores_gemma":[0.003991278,0.0006895275,0.001659994,0.0002011198,0.0001529218,0.0009717995,0.0009286808,0.01444346,0.9059551,0.06255086,0.007982115,0.0004731556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909211,0.00005607354,0.006405382,0.0004772884,0.001136877,0.000167866,0.00002102834,0.0001463057,0.0006680666],"genre_scores_gemma":[0.99805,0.0001883504,0.001443544,0.00005057505,0.00009692539,0.00001457796,0.000008970792,0.00002279005,0.0001242263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03864222,"threshold_uncertainty_score":0.4668441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008429315302721271,"score_gpt":0.2494565972934617,"score_spread":0.2410272819907405,"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."}}