{"id":"W4383909039","doi":"10.3390/pr11072065","title":"Kinetic Analysis of Boron and Phosphorus Removal from Si-Fe Alloy by CaO-Al2O3-SiO2-Na2O Slag","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slag (welding); Alloy; Boron; Materials science; Mass transfer; Metallurgy; Silicon; Mass transfer coefficient; Phosphorus; Refining (metallurgy); Phase (matter); Analytical Chemistry (journal); Chemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821914,0.0002998167,0.0004573321,0.0003229891,0.0002155327,0.0002768647,0.0002240294,0.0002454345,0.0007127815],"category_scores_gemma":[0.0001801281,0.0001790766,0.0003559369,0.000439652,0.0001639048,0.0002423072,0.00009695061,0.0003145588,0.0003501555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198237,"about_ca_system_score_gemma":0.0002476993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005947284,"about_ca_topic_score_gemma":0.008311423,"domain_scores_codex":[0.9998834,0.000008330766,0.000008784287,0.00002225936,0.00004526736,0.00003186263],"domain_scores_gemma":[0.9999266,0.00002326292,0.00001319801,0.000004511594,0.00002378547,0.000008587482],"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":[0.0002301468,0.0000228883,0.0006392064,0.0001053787,0.00001192799,0.00003675174,0.00003601327,0.0009309925,0.9961676,0.00006873951,0.00003892879,0.001711468],"study_design_scores_gemma":[0.00001205766,0.0001324507,0.004435349,0.000004835031,0.00001238961,0.00002431346,0.00003920757,0.01169583,0.9830104,0.00003381051,0.0005898424,0.00000944687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964436,0.0004710613,0.001591605,0.00002140577,0.000007055966,0.00001862694,0.0003897117,0.00004741168,0.001009505],"genre_scores_gemma":[0.9972482,0.0003225339,0.001161408,0.000007163333,0.000002243049,0.00001339545,0.0002153177,0.000019884,0.001009793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005947284,"threshold_uncertainty_score":0.01182532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007749949815330327,"score_gpt":0.2095936853740439,"score_spread":0.2018437355587136,"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."}}