{"id":"W4405931814","doi":"10.1007/978-3-031-61507-8_21","title":"Autogenous Self-healing of Alkali-Activated Materials: A Review","year":2025,"lang":"en","type":"review","venue":"Lecture notes in civil engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Alkali metal; Materials science; Chemistry; Organic 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":[0.0005889401,0.000915958,0.00167712,0.002217378,0.0002165203,0.0009560407,0.0009061918,0.0008838822,0.002027303],"category_scores_gemma":[0.0005267085,0.000522543,0.0007074792,0.002353237,0.0003678195,0.001195016,0.0006056665,0.0009720464,0.001083318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317894,"about_ca_system_score_gemma":0.0007655362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788699,"about_ca_topic_score_gemma":0.001648506,"domain_scores_codex":[0.9998131,0.00001855664,0.00003061969,0.00004488572,0.00006925852,0.00002357929],"domain_scores_gemma":[0.9996963,0.0001339392,0.00007046208,0.00001112698,0.00006576318,0.00002253876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001655182,0.0002050267,0.0002011645,0.06891613,0.0002908151,0.0002197825,0.00008316267,0.0006042426,0.01055679,0.002115592,0.01333544,0.9033063],"study_design_scores_gemma":[0.0000675064,0.0004788105,0.001539395,0.006702375,0.0006426902,0.001281844,0.000117945,0.0002961349,0.007015165,0.001118487,0.9806747,0.00006491401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002692188,0.9991248,0.0001011979,0.0000369103,0.00007571818,0.000005734714,0.00001694924,0.00000397199,0.0003654869],"genre_scores_gemma":[0.001127864,0.9982481,0.0001806354,0.00006371245,0.00005280477,0.00000629034,0.00002720514,0.000001186735,0.0002922912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002217378,"threshold_uncertainty_score":0.006781995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925202191977106,"score_gpt":0.2883543021657247,"score_spread":0.2691022802459536,"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."}}