{"id":"W4297534207","doi":"10.1520/gtj20220129","title":"Closure to “Discussion of ‘Determining Soil Plasticity Utilizing Manafi Method and Apparatus’ by M. S. G. Manafi, A. Deng, A. Taheri, M. B. Jaksa, and N. HB”","year":2022,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Closure (psychology); Geotechnical engineering; Consistency (knowledge bases); Plasticity; Meaning (existential); Geology; Mathematics; Materials science; Political science; Philosophy; Epistemology; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01557628,0.0007465976,0.0008811468,0.0016475,0.00420042,0.003829075,0.006126212,0.006710989,0.007031684],"category_scores_gemma":[0.04243376,0.0007735663,0.001382849,0.0009962844,0.01109918,0.00339204,0.002621245,0.008644865,0.00258389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787114,"about_ca_system_score_gemma":0.00348221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008380065,"about_ca_topic_score_gemma":0.00668601,"domain_scores_codex":[0.9868163,0.006252038,0.0009361891,0.001365405,0.004259238,0.00037082],"domain_scores_gemma":[0.9815441,0.01246936,0.001030863,0.001616503,0.00303637,0.0003027892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001433543,0.0001595554,0.001499998,0.0007523863,0.00006698532,0.0009571063,0.004142808,0.002060836,0.006742904,0.3343595,0.5699971,0.07911757],"study_design_scores_gemma":[0.00001022708,0.00006829124,0.0008955282,0.0002787854,0.00001436825,0.0003032393,0.0005166557,0.001867169,0.002665661,0.02543701,0.9678885,0.00005468679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01123563,0.01676004,0.2747033,0.3783732,0.2384707,0.0009628863,0.0008007429,0.001339334,0.07735413],"genre_scores_gemma":[0.1804339,0.01043015,0.2363467,0.3171324,0.07627382,0.002821819,0.000546481,0.001945721,0.174069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01557628,"threshold_uncertainty_score":0.08237618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653383805136818,"score_gpt":0.2380669249333689,"score_spread":0.2215330868820007,"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."}}