{"id":"W4247957655","doi":"10.29303/spektrum.v6i1.148","title":"ANALISIS MODULUS GESER MAKSIMUM TANAH LEMPUNG EKSPANSIF DENGAN PERKUATAN SERAT IJUK BERDASARKAN METODE EMPIRIS","year":2020,"lang":"ms","type":"article","venue":"Spektrum Sipil","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003005117,0.0009813646,0.001258813,0.0001790165,0.0005333491,0.0003936764,0.0007126987,0.0004724548,0.002743225],"category_scores_gemma":[0.0001950592,0.0009855515,0.0004649465,0.0009890058,0.0002877474,0.000396715,0.0006174215,0.0008449825,0.001079758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013297,"about_ca_system_score_gemma":0.0000862948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000386882,"about_ca_topic_score_gemma":0.0002672264,"domain_scores_codex":[0.995526,0.0002132325,0.00111328,0.001139035,0.0007275022,0.001280963],"domain_scores_gemma":[0.9980083,0.00008474945,0.0002002224,0.0008200597,0.0001871113,0.0006995715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001281561,0.0007394866,0.06199049,0.006414662,0.008308408,0.001572749,0.01509548,0.1185423,0.5312555,0.008374814,0.2049922,0.04143238],"study_design_scores_gemma":[0.01089199,0.00257359,0.08222047,0.00137117,0.005730194,0.0004890188,0.03012026,0.2004927,0.217915,0.005259863,0.4289026,0.01403304],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512044,0.004750348,0.003501961,0.02317949,0.005011087,0.0008628205,0.000791212,0.001628055,0.009070679],"genre_scores_gemma":[0.9941649,0.0008610244,0.00120208,0.001148545,0.001727913,0.00003927322,0.00006647791,0.0001868516,0.000602885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133405,"threshold_uncertainty_score":0.999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769268878231803,"score_gpt":0.1920811469948074,"score_spread":0.1643884582124893,"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."}}