{"id":"W4402534623","doi":"10.1007/978-3-031-61511-5_11","title":"Thermal Properties of Alkali-Activated Geopolymer Composites Incorporating Carbon Nanotubes","year":2024,"lang":"en","type":"book-chapter","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":"Toronto Metropolitan University","funders":"","keywords":"Geopolymer; Materials science; Composite material; Carbon nanotube; Alkali metal; Thermal; Fly ash; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001290476,0.0005391788,0.0006310581,0.000474643,0.00002045858,0.00006914752,0.0002422982,0.000407028,0.0001562219],"category_scores_gemma":[0.00003027571,0.0004981718,0.0001190657,0.0001318398,0.00005208712,0.000070168,0.0001380065,0.0007242243,0.00001052758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393063,"about_ca_system_score_gemma":0.00003230394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001022555,"about_ca_topic_score_gemma":0.0001134272,"domain_scores_codex":[0.9984162,0.000009158981,0.0005251399,0.0003183247,0.0003394989,0.0003916238],"domain_scores_gemma":[0.9994377,0.00009932161,0.00005342734,0.0003111151,0.00004124123,0.00005721517],"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":[0.00001641353,0.00000269472,0.00001123399,0.001660248,0.0001714955,0.00002951055,0.0002176446,0.2215039,0.7751947,0.0004732087,0.000002367068,0.0007165113],"study_design_scores_gemma":[0.0001556164,0.00005517455,0.00000411378,0.002692063,0.00004790907,0.000005627237,0.000002641232,0.118284,0.8772088,0.0003019268,0.0006813888,0.0005607745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7904927,0.06161535,0.001761361,0.0001004712,0.002898047,0.001494502,0.0001164629,0.001884454,0.1396367],"genre_scores_gemma":[0.9983882,0.0001609707,0.0001093719,0.000006859101,0.0003114434,0.0000328829,0.00003419119,0.0002401554,0.0007158655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078956,"threshold_uncertainty_score":0.999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251755916491813,"score_gpt":0.2006850949268327,"score_spread":0.1881675357619146,"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."}}