{"id":"W2075777582","doi":"10.1016/j.ceramint.2007.11.008","title":"Improvement of corrosion resistance of spinel-bonded castables to converter slag","year":2007,"lang":"en","type":"article","venue":"Ceramics International","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Materials science; Spinel; Corrosion; Slag (welding); Metallurgy; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005437396,0.0001388523,0.0002513128,0.0001380625,0.00003115408,0.00002127455,0.0004281825,0.00006004401,0.001190842],"category_scores_gemma":[0.0001779008,0.0001356348,0.00005382094,0.00009663814,0.00009969292,0.0001354262,0.0001583264,0.00004614715,0.00003506718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684338,"about_ca_system_score_gemma":0.00004452692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005814259,"about_ca_topic_score_gemma":0.0001097672,"domain_scores_codex":[0.9983509,0.00001616045,0.0006511371,0.0002820916,0.00046312,0.0002365681],"domain_scores_gemma":[0.9988433,0.0001101738,0.0003451418,0.000287127,0.0003474985,0.00006672108],"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":[0.0002902722,0.00006872125,0.000270502,0.00004765924,0.000006803828,0.000003181226,0.0002142461,0.00006605952,0.989457,0.008273535,0.0002052841,0.001096718],"study_design_scores_gemma":[0.0003389677,0.00005947233,0.001445329,0.00009223215,0.000007117097,0.000002759398,0.0001316977,0.0001426169,0.9940767,0.001983871,0.001588388,0.0001308882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968468,0.00001765011,0.0975092,0.0001491871,0.001720802,0.0002051625,0.0001983133,0.00002572637,0.003327134],"genre_scores_gemma":[0.981914,0.000009269039,0.01649962,0.0001644581,0.0001029073,0.000008005884,0.00001675456,0.00001852166,0.001266483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08506716,"threshold_uncertainty_score":0.9997222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063103790421525,"score_gpt":0.27038655848653,"score_spread":0.2597555205823148,"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."}}