{"id":"W4406167535","doi":"10.62603/konteks.v2i4.175","title":"STABILISASI TANAH RAMAH LINGKUNGAN MENGGUNAKAN EGG SHELL POWDER","year":2025,"lang":"id","type":"article","venue":"Konferensi Nasional Teknik Sipil (KoNTekS)","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Shell (structure); Materials science; Composite material","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":["metaepi_narrow"],"category_scores_codex":[0.0008322597,0.001330944,0.001425004,0.000754917,0.0004680434,0.000357217,0.0009343406,0.001241705,0.0003314919],"category_scores_gemma":[0.001524589,0.00140425,0.0006785303,0.001545624,0.0002768414,0.0003732493,0.0004502992,0.001969353,0.0005128139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007863869,"about_ca_system_score_gemma":0.000585104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003069211,"about_ca_topic_score_gemma":0.0002489887,"domain_scores_codex":[0.9940482,0.000250096,0.001620708,0.001407505,0.001122042,0.001551484],"domain_scores_gemma":[0.9960434,0.0008458215,0.0001959907,0.001497967,0.0007768463,0.0006400081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008305938,0.003165862,0.001264916,0.005931341,0.002673664,0.0003677265,0.002898731,0.5191827,0.2073383,0.1798248,0.03338691,0.04313454],"study_design_scores_gemma":[0.008156427,0.0008311571,0.01571973,0.004616867,0.001121181,0.0000874129,0.001755029,0.3672737,0.07719455,0.009345227,0.5082208,0.005677985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565623,0.01443859,0.03496883,0.005502147,0.01437906,0.004626813,0.0005665164,0.006726186,0.0622295],"genre_scores_gemma":[0.9842169,0.0006706149,0.0006785091,0.0003469425,0.000497424,0.0001212746,0.0002800801,0.0002518045,0.0129364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748339,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982132900484513,"score_gpt":0.2279232770521304,"score_spread":0.2181019480472852,"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."}}