{"id":"W2357131595","doi":"10.1016/j.measurement.2016.05.029","title":"Strength measurement and textural characteristics of tropical residual soil stabilised with liquid polymer","year":2016,"lang":"en","type":"article","venue":"Measurement","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Universiti Teknologi Malaysia; Ministry of Higher Education, Malaysia","keywords":"Laterite; Compressive strength; Curing (chemistry); Materials science; Porosity; Soil water; Atterberg limits; Particle size; Composite material; Scanning electron microscope; Specific surface area; Geotechnical engineering; Soil science; Environmental science; Metallurgy; Geology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002758436,0.0001794166,0.0002316247,0.00005327187,0.00002800439,0.00001170387,0.00007907492,0.00006946604,0.00002462803],"category_scores_gemma":[0.0001156768,0.0001149736,0.00002941806,0.00008274055,0.00006121084,0.00005815757,0.00001858007,0.00008381515,0.000002356338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716604,"about_ca_system_score_gemma":0.00003465619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009208477,"about_ca_topic_score_gemma":0.00004591424,"domain_scores_codex":[0.9984844,0.00002851763,0.0003018916,0.0001761628,0.0007716133,0.0002373666],"domain_scores_gemma":[0.9994035,0.00002065206,0.00003789466,0.0002262019,0.0002051641,0.0001065451],"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":[0.0005148983,0.0002477768,0.004856816,0.0005848237,0.0002785533,0.000005911519,0.0003807155,0.00425575,0.9429979,0.0008595692,0.0002033312,0.04481398],"study_design_scores_gemma":[0.005160816,0.002158727,0.3147888,0.001318464,0.0002329108,0.0000132238,0.000112925,0.005980645,0.6661018,0.00004247792,0.002807961,0.001281247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876249,0.0004579126,0.01110755,0.0001864866,0.0001048826,0.0001644847,0.00001381357,0.0001996318,0.0001402859],"genre_scores_gemma":[0.9997442,0.00004835417,0.00008632705,0.000006077789,0.00005223731,0.00002261451,0.000001504526,0.00002873774,0.000009975462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3099319,"threshold_uncertainty_score":0.4688489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523267350289088,"score_gpt":0.1744827636688457,"score_spread":0.1592500901659548,"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."}}