{"id":"W2360069275","doi":"","title":"Experimental Research of Effect of Iron Ore Powders Ratio on Ferro-Coke Quality","year":2014,"lang":"en","type":"article","venue":"Ironmaking & Steelmaking Processes Products and Applications","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iron ore; Coke; Blast furnace; Metallurgy; Materials science; Iron oxide; Direct reduced iron","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006336802,0.0005592806,0.0004587944,0.0003867569,0.000588032,0.0003535812,0.0004422457,0.0005866513,0.002302682],"category_scores_gemma":[0.0009888239,0.0003578874,0.0004406249,0.0006116518,0.0003844731,0.000622291,0.00030143,0.0007221077,0.0003895385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131089,"about_ca_system_score_gemma":0.0002313643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238523,"about_ca_topic_score_gemma":0.002075719,"domain_scores_codex":[0.999283,0.00005101667,0.00007275188,0.0002078272,0.0002800901,0.0001052817],"domain_scores_gemma":[0.9990625,0.0002708992,0.0001659031,0.0001189554,0.0003289031,0.00005287724],"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":[0.0004357885,0.000227741,0.001015153,0.000201121,0.0000140979,0.00007659553,0.0001182,0.0003443604,0.9943785,0.00007552886,0.00007663359,0.003036338],"study_design_scores_gemma":[0.00002398046,0.0007918112,0.003970961,0.000007450624,0.00003371536,0.00004745686,0.00007335508,0.000800562,0.9933599,0.00004003291,0.000835246,0.00001557866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946642,0.0003972264,0.002833812,0.00003968986,0.00002797819,0.00007798969,0.000421737,0.00007552023,0.001461906],"genre_scores_gemma":[0.9904628,0.0007985467,0.006363355,0.00004874565,0.00001505596,0.0001434544,0.0003979743,0.00004566592,0.001724367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002302682,"threshold_uncertainty_score":0.007703245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912932530653804,"score_gpt":0.347454041728579,"score_spread":0.308324716422041,"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."}}