{"id":"W4413939368","doi":"10.1016/j.jobe.2025.113932","title":"Reactivity of hollow glass microspheres and cenospheres in cement mortar under heat curing conditions","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Ulsan National Institute of Science and Technology","keywords":"Cenosphere; Mortar; Materials science; Curing (chemistry); Composite material; Microsphere; Glass microsphere; Cement; Fly ash; Chemical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002486911,0.0001128373,0.0002658511,0.0001948245,0.00002083752,0.00003768781,0.0001015305,0.00004746457,0.00002746965],"category_scores_gemma":[0.000034592,0.0001149239,0.00005074503,0.000188167,0.00001588965,0.0001761446,0.00004525424,0.0001939455,1.894284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101167,"about_ca_system_score_gemma":0.0000247855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004412185,"about_ca_topic_score_gemma":0.00001267351,"domain_scores_codex":[0.9991966,0.00001231752,0.000372792,0.00007652991,0.0001459254,0.0001957948],"domain_scores_gemma":[0.9996949,0.00009081651,0.00003709387,0.00009164067,0.00004028895,0.00004520754],"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":[0.00001021011,0.00001065505,0.002085915,0.0002287794,0.00006792183,0.000009668323,0.00004571385,0.2371495,0.7597539,0.0002650009,0.00008359361,0.0002891435],"study_design_scores_gemma":[0.001208354,0.00007406357,0.03574202,0.00136709,0.00004636491,0.00002223374,0.0002120177,0.04760584,0.9122624,0.0001906322,0.001039398,0.0002296037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911833,0.001363004,0.006908127,0.00004560039,0.0002849673,0.00007110835,0.000004405303,0.00002219218,0.0001172824],"genre_scores_gemma":[0.9983821,0.0003995495,0.001142035,0.000005286934,0.00004029235,0.000003033407,6.197573e-7,0.00001521388,0.00001189982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1895437,"threshold_uncertainty_score":0.4686461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007804171994467536,"score_gpt":0.2546098942793789,"score_spread":0.2468057222849113,"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."}}