{"id":"W2892585399","doi":"10.7492/ijaec.2018.002","title":"Examining Three Resins, for Consolidating Nummulitic Limestone, Applied at Restricted Levels of Concentrations","year":2018,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008264268,0.0001142329,0.0001930602,0.000165559,0.00006132673,0.00002434722,0.0001001496,0.00005847861,0.00001532829],"category_scores_gemma":[0.0001051592,0.000106654,0.00004264166,0.00007613152,0.0001455007,0.00005830835,0.00002911005,0.0001132708,5.053024e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066489,"about_ca_system_score_gemma":0.00002165419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001536825,"about_ca_topic_score_gemma":0.000002985326,"domain_scores_codex":[0.9992099,0.000007221768,0.0004236569,0.00008717814,0.000155565,0.0001165176],"domain_scores_gemma":[0.9993525,0.0001354815,0.000149304,0.0000597156,0.0002611584,0.00004188746],"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":[0.0003362622,0.00001524238,0.0007579917,0.0001158296,0.0005389068,0.000004212667,0.0004819655,0.05262941,0.8713926,0.01002938,0.0000580458,0.06364017],"study_design_scores_gemma":[0.01168771,0.001118296,0.04475619,0.001310679,0.0004107103,0.00529492,0.001014197,0.0444079,0.8681191,0.01406809,0.006545241,0.001267019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741996,0.0001261952,0.1238283,0.00006707951,0.001407416,0.0001022051,0.00003501871,0.00005504339,0.0001791543],"genre_scores_gemma":[0.966234,0.00002984066,0.03323513,0.000006527046,0.0004682487,0.000006508457,0.000002830022,0.00001255627,0.000004311901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09203448,"threshold_uncertainty_score":0.4349223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339488911478835,"score_gpt":0.2153492270692875,"score_spread":0.2019543379544992,"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."}}