{"id":"W4376619087","doi":"10.1007/s42243-023-00980-y","title":"Effect of oxygen enrichment on sintering behavior of high proportion vanadium–titanium magnesite concentrates","year":2023,"lang":"en","type":"article","venue":"Journal of Iron and Steel Research International","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Sintering; Vanadium; Materials science; Titanium; Metallurgy; Oxygen; Magnetite; Chemical engineering; Coke; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127831,0.0002035929,0.0002459975,0.0001708612,0.0001825684,0.0004324158,0.0002394502,0.0002972503,0.001377275],"category_scores_gemma":[0.0006321158,0.0001908625,0.0001687129,0.0001817477,0.0001944863,0.0002535279,0.0001353845,0.0002531916,0.0002255795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241367,"about_ca_system_score_gemma":0.0001799585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693387,"about_ca_topic_score_gemma":0.00325388,"domain_scores_codex":[0.9997982,0.00002965013,0.000026089,0.00004722693,0.00004453172,0.00005420092],"domain_scores_gemma":[0.999675,0.0001536412,0.00004603807,0.00001983144,0.00007782669,0.00002769301],"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":[0.001307393,0.00003382717,0.001176635,0.00007753314,0.00001711494,0.0001159762,0.0000697422,0.0003266278,0.9949095,0.00003996091,0.00003569435,0.001890058],"study_design_scores_gemma":[0.00001027544,0.0002343937,0.002520655,0.000004568368,0.00001843111,0.00003186014,0.00005210272,0.0007240382,0.9960822,0.000007936185,0.0003095068,0.000004061579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991179,0.0001835907,0.0001822537,0.00001335255,0.000006845627,0.000003962965,0.00005509218,0.00001001057,0.000427033],"genre_scores_gemma":[0.9991236,0.000110962,0.0002181955,0.00001157052,0.000002922258,0.000002449185,0.00005853485,0.000009303111,0.000462437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693387,"threshold_uncertainty_score":0.004607499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377157941936031,"score_gpt":0.339283163697826,"score_spread":0.3155115842784657,"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."}}