{"id":"W2990463427","doi":"10.1002/advs.201902209","title":"From Molten Calcium Aluminates through Phase Transitions to Cement Phases","year":2019,"lang":"en","type":"article","venue":"Advanced Science","topic":"Glass properties and applications","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Environment Research Council; Wuhan University of Technology; China Scholarship Council; State Key Laboratory of Silicate Materials for Architectures; Sapienza Università di Roma; Sight Research UK; University of Hong Kong; National Natural Science Foundation of China; Aalborg Universitet; Wuhan University; McMaster University","keywords":"Cement; Calcium; Materials science; Phase (matter); Metallurgy; Mineralogy; Chemical engineering; Chemistry; Organic chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000161412,0.0001243456,0.0001410367,0.0000445006,0.0003561499,0.0001110913,0.0005856482,0.00001926605,0.001179888],"category_scores_gemma":[0.00003729503,0.0001020582,0.00003370297,0.0005112865,0.0002780333,0.0008534819,0.00009704418,0.00005047501,0.001223581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006831642,"about_ca_system_score_gemma":0.00008619338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220232,"about_ca_topic_score_gemma":0.00001098743,"domain_scores_codex":[0.9984144,0.00001264904,0.0001988505,0.0005854292,0.000380066,0.0004086042],"domain_scores_gemma":[0.9991408,0.00004065147,0.0000501699,0.0005008407,0.0001228624,0.0001446542],"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":[0.00001611661,0.0001231566,0.000007889545,0.000002220206,8.978856e-7,7.602989e-7,0.001015112,0.001438699,0.9937249,0.001512397,0.0001661094,0.001991789],"study_design_scores_gemma":[0.0005879558,0.0001890486,0.00006803868,0.00002719815,0.000007087812,0.000001382233,0.001124157,0.001012703,0.9700227,0.001709041,0.02506314,0.0001875437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792563,0.00006913077,0.01423994,0.002086391,0.0003814569,0.0004778368,0.0001538802,0.00009147547,0.003243578],"genre_scores_gemma":[0.9743299,0.000005455685,0.02413161,0.0008081749,0.00004696508,0.000127907,0.00001020507,0.000008660947,0.0005310766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489703,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717607095310569,"score_gpt":0.3377539811754098,"score_spread":0.3105779102223041,"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."}}