{"id":"W4316661677","doi":"10.18280/rcma.320607","title":"Experimental Research Study on Geo Polymer Concrete using Eggshell Powder with Reaction Generating Liquid","year":2022,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eggshell; Polymer; Materials science; Polymer science; Composite material; Geology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00163529,0.0005710164,0.0006457547,0.0004258901,0.001743522,0.0002217888,0.0004227087,0.0001807331,0.0002616485],"category_scores_gemma":[0.00006571527,0.0006089811,0.0001488413,0.0006525367,0.0003063414,0.0003540277,0.0004744233,0.001560331,0.00007576263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536793,"about_ca_system_score_gemma":0.0001191552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190571,"about_ca_topic_score_gemma":0.00008966585,"domain_scores_codex":[0.9950031,0.001628782,0.0006563783,0.0008234449,0.0006893612,0.001198947],"domain_scores_gemma":[0.9981803,0.0004706128,0.0001947227,0.0006883303,0.0002151119,0.0002508645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006799907,0.0004644346,0.000997785,0.0003968424,0.0003911392,0.0006763028,0.03002578,0.1959561,0.7613587,0.008282119,0.0001009199,0.0006698511],"study_design_scores_gemma":[0.003063448,0.01247126,0.000387118,0.0009621887,0.0002791926,0.00258256,0.04268036,0.6565483,0.2779077,0.000263259,0.001280285,0.001574364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977447,0.01017833,0.007351524,0.000104914,0.001688803,0.0009897149,0.00004837894,0.0002426977,0.001948609],"genre_scores_gemma":[0.9801094,0.0001023284,0.01702698,0.0001069142,0.0005681906,0.0001617891,0.00005533339,0.0002443953,0.001624691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.483451,"threshold_uncertainty_score":0.9996362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367222728824706,"score_gpt":0.3478986091855719,"score_spread":0.2111763363031013,"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."}}