{"id":"W2357448176","doi":"","title":"High Proportion Sintering Performance of Canadian Iron Concentrate","year":2014,"lang":"en","type":"article","venue":"Ironmaking & Steelmaking Processes Products and Applications","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sintering; Materials science; Metallurgy; Anthracite; Softening; Softening point; Mixing (physics); Permeability (electromagnetism); Composite material; Coal; Waste management; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002103426,0.0002616684,0.0002763324,0.0003189956,0.0002808692,0.00008873762,0.0002248468,0.00009148552,0.00001501252],"category_scores_gemma":[0.00006188695,0.0002603927,0.00002084265,0.0008875549,0.0001374294,0.0002686003,0.00003641551,0.0001820111,0.00001019452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005899616,"about_ca_system_score_gemma":0.0001122312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006285695,"about_ca_topic_score_gemma":0.0009128024,"domain_scores_codex":[0.9985279,0.00001449744,0.000419306,0.0004126857,0.0001916052,0.0004340178],"domain_scores_gemma":[0.9991511,0.00003528734,0.0001561251,0.0003365634,0.0002059981,0.0001149467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006487055,0.0002333651,0.01175377,0.04191316,0.0001402167,0.000004892532,0.003933366,0.07508099,0.05284235,0.3195306,0.0004327,0.4940697],"study_design_scores_gemma":[0.0005116324,0.0001753758,0.00919735,0.0007763747,0.0001039869,0.00005893835,0.0002258404,0.006879484,0.09327615,0.0002197877,0.8876124,0.0009626673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534392,0.003588908,0.008104196,0.0004493563,0.0004505399,0.00140787,0.00003920592,0.0008192235,0.03170149],"genre_scores_gemma":[0.9963201,0.000667944,0.001995299,0.00004990377,0.0002389276,0.0001541621,0.00002304884,0.00005723577,0.0004934098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8871797,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857050414519018,"score_gpt":0.191843860533485,"score_spread":0.1832733563882948,"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."}}