{"id":"W2517535481","doi":"10.1007/978-3-319-48769-4_25","title":"Crystallization Kinetics of CaO-SiO2-Al2O3-MgO Slags","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Slag (welding); Crystallization; Materials science; Nucleation; Ground granulated blast-furnace slag; Raw material; Metallurgy; Kinetics; Mineralogy; Cement; Chemical engineering; 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":[0.000115754,0.0001632297,0.0002510565,0.0001836544,0.0001877462,0.0003321546,0.0002121388,0.0001283113,0.001630129],"category_scores_gemma":[0.000181333,0.00011847,0.0002152201,0.0002225091,0.0001839778,0.00031123,0.0001406926,0.00022228,0.0002826597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116863,"about_ca_system_score_gemma":0.0003809295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006196636,"about_ca_topic_score_gemma":0.008161493,"domain_scores_codex":[0.9999179,0.000005081019,0.00000364475,0.00001571852,0.00003693484,0.00002070219],"domain_scores_gemma":[0.9999695,0.00001414527,0.000003974215,0.000002553455,0.000006476746,0.000003388377],"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":[0.0003351588,0.00005631489,0.001314921,0.0001584411,0.00001210852,0.0000973008,0.0001209868,0.008928449,0.9734547,0.002579918,0.0004750878,0.01246668],"study_design_scores_gemma":[0.00001685263,0.0001169971,0.004538803,0.00001061408,0.000008097675,0.00004607314,0.00006722823,0.02668082,0.9626125,0.0008956448,0.004993524,0.00001273784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846806,0.001824375,0.002531307,0.00008109011,0.00004660359,0.00002535814,0.0004772708,0.00007769765,0.01025574],"genre_scores_gemma":[0.9919701,0.0005548166,0.0006902566,0.00001113257,0.000004714518,0.000005908577,0.0001733048,0.00002622174,0.006563466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006196636,"threshold_uncertainty_score":0.01232117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008954444770745354,"score_gpt":0.1816209987565944,"score_spread":0.172666553985849,"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."}}