{"id":"W1924260246","doi":"10.1179/1743281215y.0000000062","title":"Evaluation of B <sub>2</sub> O <sub>3</sub> as replacement for CaF <sub>2</sub> in CaO–Al <sub>2</sub> O <sub>3</sub> based mould flux","year":2015,"lang":"en","type":"article","venue":"Ironmaking & Steelmaking Processes Products and Applications","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Crystallization; Materials science; Flux (metallurgy); Heat flux; Heat transfer; Thermocouple; Aluminium; Fluoride; Phase (matter); Metallurgy; Thermodynamics; Analytical Chemistry (journal); Composite material; Chemistry; Inorganic chemistry; Chromatography","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":["metaepi_narrow"],"category_scores_codex":[0.004074038,0.001759746,0.001758037,0.0009058214,0.0009014039,0.0005042063,0.001123267,0.0008023693,0.00001165487],"category_scores_gemma":[0.001635517,0.001812096,0.0003626911,0.002936997,0.0004778365,0.001147842,0.0004332182,0.001270998,0.00009769971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027078,"about_ca_system_score_gemma":0.001536837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003296288,"about_ca_topic_score_gemma":0.0003474802,"domain_scores_codex":[0.9895532,0.0003279581,0.00261878,0.002940073,0.00253717,0.002022792],"domain_scores_gemma":[0.9925751,0.0006075292,0.001464163,0.002093143,0.002579703,0.000680371],"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":[0.0002823095,0.0008302648,0.00009702042,0.00356069,0.0003011738,0.00001138518,0.0009387477,0.09687615,0.8039455,0.002881303,0.0004200935,0.08985534],"study_design_scores_gemma":[0.003451852,0.0004128951,0.0005322749,0.0009692002,0.0009728746,0.00007337738,0.0004570603,0.1352749,0.8462873,0.003180749,0.006421402,0.001966161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375621,0.005101828,0.04791219,0.0006361436,0.0005582964,0.00610951,0.0002674486,0.0007671562,0.001085348],"genre_scores_gemma":[0.9911987,0.001109184,0.0007996496,0.0003492696,0.0008513499,0.00444211,0.0007047157,0.0005196565,0.0000254275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08788919,"threshold_uncertainty_score":0.9995148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171169717434841,"score_gpt":0.2691313699228668,"score_spread":0.2374196727485184,"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."}}