{"id":"W2913194650","doi":"10.1007/978-3-030-06143-2_7","title":"Dissolution of Sapphire and Alumina–Magnesia Particles in CaO–SiO2–Al2O3 Liquid Slags","year":2019,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dissolution; Sapphire; Materials science; Slag (welding); Mass transfer; Layer (electronics); Particle (ecology); Magnesium; Diffusion; Metallurgy; Chemical engineering; Particle size; Kinetics; Metal; Analytical Chemistry (journal); Mineralogy; Chemistry; Composite material; Chromatography; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005340591,0.0006045641,0.001251062,0.0001277315,0.00006621807,0.0001020732,0.0003044253,0.0003655212,0.0006512523],"category_scores_gemma":[0.00001942943,0.0004403983,0.000134954,0.00006513635,0.0002813118,0.0003108183,0.000166789,0.0001921427,0.00005755023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381248,"about_ca_system_score_gemma":0.0000341256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000109204,"about_ca_topic_score_gemma":0.0002793866,"domain_scores_codex":[0.9978911,0.00007201697,0.0009568785,0.0003880444,0.0002902028,0.0004017842],"domain_scores_gemma":[0.9989401,0.00008158647,0.0002943204,0.000529242,0.00007478843,0.00007993475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003565567,0.00002801059,0.000001745742,0.002266345,0.0002319526,0.00002574847,0.0003125356,0.0009511081,0.9049414,0.09045488,0.0001042849,0.000325438],"study_design_scores_gemma":[0.00655587,0.003808069,0.00214071,0.006284481,0.004609222,0.0008148054,0.001110846,0.03478127,0.3622621,0.1980057,0.3675692,0.01205772],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704772,0.00738188,0.0001595333,0.0001421746,0.0008941681,0.0007652565,0.0002959557,0.0001600999,0.01972368],"genre_scores_gemma":[0.9575046,0.002606835,0.0001273814,0.00002833504,0.0001922078,0.00003985362,0.0001140959,0.0001479943,0.03923873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426793,"threshold_uncertainty_score":0.9998048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087782039660251,"score_gpt":0.1990954652966427,"score_spread":0.1882176449000402,"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."}}