{"id":"W2381947387","doi":"","title":"Decreasing of reaction beginning temperature of iron coke and its mechanism","year":2015,"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; Reactivity (psychology); Metallurgy; Iron powder; Activation energy; Chemistry; Reaction mechanism; Blast furnace; Atmospheric temperature range; Materials science; Catalysis; Physical chemistry; Thermodynamics; Organic 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":[0.00028166,0.000259875,0.0003475775,0.0001729443,0.0001536775,0.0000555033,0.0001543745,0.0001321337,0.000001850682],"category_scores_gemma":[0.0001891767,0.0002565983,0.00002097796,0.0005849039,0.00009776953,0.0003185261,0.0000710746,0.0002067919,0.000001222703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000342742,"about_ca_system_score_gemma":0.000103005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013156,"about_ca_topic_score_gemma":0.000006529205,"domain_scores_codex":[0.9986343,0.00002022049,0.0004188743,0.0004070475,0.0002590027,0.0002605725],"domain_scores_gemma":[0.9989468,0.00007079823,0.0002363023,0.0002599787,0.0003894979,0.0000966396],"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":[0.00008913723,0.0002648636,0.001004786,0.02026574,0.000129154,0.000004943139,0.00835794,0.002899985,0.5274041,0.3983468,0.0001166522,0.04111592],"study_design_scores_gemma":[0.002017137,0.0003802346,0.003147233,0.002706208,0.000490649,0.0004297646,0.005011117,0.003518263,0.8198124,0.004679887,0.1559595,0.00184765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543967,0.02833102,0.003849275,0.000273981,0.00026154,0.001290538,0.00004461169,0.0005721115,0.01098024],"genre_scores_gemma":[0.9960382,0.0006027725,0.002686192,0.00001985441,0.0001484437,0.00008600148,0.00001306064,0.00005557568,0.0003499168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3936669,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195176536847079,"score_gpt":0.2368309041547899,"score_spread":0.217313250470082,"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."}}