{"id":"W2889897258","doi":"10.1016/j.jobe.2018.09.008","title":"Microstructure and thermal conductivity of cement-based foam:A review","year":2018,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conductivity; Microstructure; Materials science; Composite material; Cement; Porosity; Pozzolan; Conductivity; Portland cement; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003478449,0.00009979118,0.0002532499,0.0001074515,0.00001697681,0.00001832731,0.0001078302,0.00003523979,0.00008886494],"category_scores_gemma":[0.00005298468,0.00008638709,0.00005196799,0.0001014227,0.00002702171,0.0001158267,0.00002402797,0.0001306362,4.689086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000283105,"about_ca_system_score_gemma":0.00001747606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001813545,"about_ca_topic_score_gemma":1.903157e-7,"domain_scores_codex":[0.9993205,0.00001235594,0.0002903728,0.00005627723,0.0001671362,0.0001533408],"domain_scores_gemma":[0.9996381,0.00003584768,0.00007284263,0.00009551873,0.0001001444,0.00005749277],"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":[0.000008911569,0.000002529827,0.00008527428,0.001090352,0.00004577651,0.000004172378,0.00002406566,0.002882378,0.993685,0.00002245667,0.0002638662,0.001885188],"study_design_scores_gemma":[0.0005316833,0.0001760252,0.001024144,0.002073566,0.00005406186,0.00004791728,0.000008227813,0.01569587,0.9754249,0.000007564652,0.004790881,0.0001651594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863946,0.00717553,0.005940094,0.00004570869,0.000316922,0.00006726134,0.000004081337,0.00002035694,0.00003541451],"genre_scores_gemma":[0.9959165,0.0007313911,0.003104439,0.00002085851,0.0002040177,9.962232e-7,4.377198e-7,0.0000188415,0.000002483121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826013,"threshold_uncertainty_score":0.3522763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261832835755076,"score_gpt":0.2530104105151775,"score_spread":0.2403920821576267,"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."}}