{"id":"W7008744338","doi":"","title":"Compaction behavior of clayey soils treated with lime by-products","year":2023,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lime; Compaction; Saturation (graph theory); Clay soil; Soil water; Soil compaction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002457043,0.0002042927,0.0001940321,0.0002417064,0.0001583316,0.000286214,0.0001450578,0.0002331248,0.001294491],"category_scores_gemma":[0.0003941391,0.0001114899,0.0001217366,0.0002355783,0.0001689125,0.0001435732,0.0001539813,0.0002674571,0.0002269014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426554,"about_ca_system_score_gemma":0.0001535765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322027,"about_ca_topic_score_gemma":0.00495956,"domain_scores_codex":[0.999835,0.00002834097,0.00001438154,0.00003149068,0.00005743901,0.00003330122],"domain_scores_gemma":[0.9997489,0.00007680355,0.00005772334,0.00001151554,0.00007344122,0.00003168986],"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":[0.0004229215,0.00003411632,0.002767718,0.00007841251,0.00001145263,0.00005828124,0.0001243689,0.0003118111,0.9923803,0.00001849693,0.00004856682,0.003743645],"study_design_scores_gemma":[0.000006880656,0.0004031485,0.01819074,0.000008614849,0.00001182025,0.00003426292,0.0001103304,0.001013446,0.9795091,0.00001155776,0.0006935224,0.000006518937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982857,0.000257132,0.0005953951,0.0000131239,0.000005556558,0.00001266063,0.0001886176,0.00002260459,0.0006191938],"genre_scores_gemma":[0.9980308,0.0001346198,0.0005099148,0.0000145593,0.00000173668,0.000007860719,0.0001781009,0.00001003841,0.00111233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003322027,"threshold_uncertainty_score":0.006605387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314372449841813,"score_gpt":0.2344591055039263,"score_spread":0.2213153810055082,"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."}}