{"id":"W2868231454","doi":"10.1139/cgj-2017-0700","title":"Use of a three-dimensional scanner for shrinkage curve tests","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); University of Saskatchewan","funders":"","keywords":"Shrinkage; Atterberg limits; Void ratio; Materials science; Void (composites); Geotechnical engineering; Mathematics; Composite material; Water content; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001606625,0.0001307482,0.000173768,0.0002021979,0.0001204807,0.0000478948,0.0001804778,0.0001970944,0.0001527273],"category_scores_gemma":[0.0001672257,0.0001165481,0.0001090979,0.0002002832,0.0001131317,0.000141142,0.00001212017,0.0003724007,0.00002295862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417185,"about_ca_system_score_gemma":0.0002481331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816405,"about_ca_topic_score_gemma":0.02852493,"domain_scores_codex":[0.9990442,0.0000102856,0.0002683509,0.0001121336,0.0001375413,0.0004275117],"domain_scores_gemma":[0.9989125,0.00008853371,0.0000366701,0.0001719273,0.0002204851,0.0005698706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001879608,0.0001011987,0.005226165,0.000118697,0.0006105566,0.0004764762,0.000147776,0.2101306,0.02072113,0.002614559,0.6149077,0.1447572],"study_design_scores_gemma":[0.00125849,0.0005493902,0.04325085,0.0003508787,0.00009851849,0.001122868,0.00001205664,0.6500991,0.004740197,0.003498515,0.2941707,0.0008483938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767699,0.0005998473,0.01746388,0.001263751,0.00224271,0.0004482291,0.0003099444,0.0002551874,0.0006465035],"genre_scores_gemma":[0.9962763,0.000006552749,0.002805609,0.0002539605,0.000531118,0.000005951162,0.000006712051,0.00003478581,0.0000789913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399685,"threshold_uncertainty_score":0.989202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484826043110151,"score_gpt":0.2245786114998168,"score_spread":0.1997303510687153,"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."}}