{"id":"W939506634","doi":"10.1007/s40891-015-0022-6","title":"Geogrid Reinforced Granular Pad Foundation Resting on Loose and Soft Soils, Hamilton Harbour, Ontario","year":2015,"lang":"en","type":"article","venue":"International Journal of Geosynthetics and Ground Engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aptose Biosciences (Canada); University of Guelph","funders":"","keywords":"Geotechnical engineering; Foundation (evidence); Pile; Geogrid; Harbour; Settlement (finance); Engineering; Borehole; Geology; Sheet pile; Structural engineering; Reinforcement; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003677356,0.0001751209,0.0001917746,0.0002179467,0.00003282974,0.0001523869,0.0001382698,0.00008941411,0.000005252543],"category_scores_gemma":[0.0001968584,0.0001721371,0.00004958451,0.00006732602,0.00002360721,0.0002396202,0.00002950069,0.0003184714,0.000002204496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014447,"about_ca_system_score_gemma":0.00002759327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824736,"about_ca_topic_score_gemma":0.00006762701,"domain_scores_codex":[0.9989426,0.00000786261,0.0003924321,0.0001106796,0.000370725,0.0001757669],"domain_scores_gemma":[0.9993625,0.00008524169,0.00007873888,0.00009376767,0.0002092883,0.0001704599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002846465,0.0000103802,0.0001452281,0.00002813949,0.00005688259,0.00002426221,0.0004804543,0.9868856,0.0007901309,0.001390479,0.00002380909,0.01013614],"study_design_scores_gemma":[0.0008761182,0.0002056558,0.003751521,0.000330795,0.00003619961,0.000264721,0.00005154518,0.9778919,0.0004184728,0.000773318,0.01509751,0.0003022506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186577,0.0003644748,0.07937391,0.0001205953,0.001152549,0.00005443588,0.000002449518,0.00009975605,0.0001741563],"genre_scores_gemma":[0.9981347,0.0002230731,0.001332692,0.00002087804,0.0002007272,0.000002155752,0.000007262123,0.00003013506,0.00004835573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07947705,"threshold_uncertainty_score":0.7019548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170643424852466,"score_gpt":0.2018348605682427,"score_spread":0.190128426319718,"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."}}