{"id":"W4221071625","doi":"10.18280/ijsdp.170116","title":"Using High Reactivity Attapulgite for Stabilizing Collapsible Gypseous Soil","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mustansiriyah University","keywords":"Gypsum; Compaction; Atterberg limits; Pozzolan; Compressive strength; Geotechnical engineering; Materials science; Consolidation (business); Environmental science; Composite material; Water content; Geology; Cement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001265011,0.0002904276,0.0002022719,0.0004330105,0.0001374714,0.0002800005,0.0001843383,0.0002475185,0.0006118282],"category_scores_gemma":[0.0001376045,0.0001315594,0.0002406936,0.0002256893,0.0001614257,0.000218053,0.0002593478,0.0003048318,0.0001607437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027474,"about_ca_system_score_gemma":0.0001620531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002814437,"about_ca_topic_score_gemma":0.000979395,"domain_scores_codex":[0.9999216,0.00001145998,0.000006445135,0.00001639378,0.00002808957,0.00001606355],"domain_scores_gemma":[0.9999174,0.00001229025,0.00003596085,0.000008814208,0.000009976592,0.0000155054],"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":[0.00005132256,0.00003045248,0.0004118433,0.0001371919,0.0000105844,0.000115114,0.00002258119,0.0002417905,0.9956905,0.00005133794,0.00001176526,0.003225537],"study_design_scores_gemma":[0.00000796786,0.0007911662,0.005486822,0.000018725,0.00003850058,0.0002590827,0.00005234276,0.0004897859,0.9903723,0.00003473302,0.002439868,0.000008709438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971687,0.0009199528,0.001296785,0.00002576592,0.00001046028,0.00001757901,0.00003594716,0.00002081339,0.0005039128],"genre_scores_gemma":[0.9957615,0.0008164435,0.002634323,0.00001755867,0.000004759907,0.0000143499,0.00004641707,0.000007223707,0.0006975318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006118282,"threshold_uncertainty_score":0.002046824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078650687246842,"score_gpt":0.2474617356627727,"score_spread":0.2266752287903043,"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."}}