{"id":"W4200021665","doi":"10.1201/9781003196143","title":"Nanotechnology for Smart Concrete","year":2021,"lang":"en","type":"book","venue":"","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Materials science; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000332642,0.0007684233,0.0003922298,0.0007740699,0.0009205469,0.002196572,0.0004639764,0.001528545,0.04317045],"category_scores_gemma":[0.0007258395,0.0002912459,0.0005736415,0.000602324,0.0008862604,0.003106114,0.001726921,0.002337786,0.01915139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130399,"about_ca_system_score_gemma":0.00085877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004144253,"about_ca_topic_score_gemma":0.001519028,"domain_scores_codex":[0.9994929,0.0000619061,0.00002836731,0.00009665507,0.000276962,0.00004319369],"domain_scores_gemma":[0.9997521,0.0000698221,0.00002737116,0.00004058051,0.00007283025,0.00003721179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003100904,0.00005884056,0.0001797006,0.0009550525,0.00001571195,0.0002551165,0.0004976137,0.000591795,0.01581683,0.2428305,0.4767382,0.2620296],"study_design_scores_gemma":[0.000001430212,0.00001187065,0.00006228817,0.0001027781,0.000001494552,0.0001141345,0.00003074597,0.00009058166,0.0007748817,0.01482162,0.9839838,0.000004417843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004801573,0.1736603,0.02044276,0.03165083,0.04230274,0.0002519367,0.0006782824,0.001121458,0.72509],"genre_scores_gemma":[0.0148125,0.04851799,0.01120018,0.007042299,0.003260484,0.0001469846,0.000461458,0.0003071834,0.914251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04317045,"threshold_uncertainty_score":0.1444196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290166822147849,"score_gpt":0.2244814214169788,"score_spread":0.2115797531955003,"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."}}