{"id":"W3204401784","doi":"10.4038/jnsfsr.v49i3.10231","title":"Characterisation of clay mineralogy of the major soils in the Northern region of Sri Lanka","year":2021,"lang":"en","type":"article","venue":"Journal of the National Science Foundation of Sri Lanka","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Sri lanka; Foundation (evidence); Geography; Geology; Environmental planning; Archaeology","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":[0.001033,0.00006624791,0.0001585215,0.000149299,0.00005560169,0.00001602715,0.0004820636,0.00004892163,0.00002371726],"category_scores_gemma":[0.0004666617,0.0000358599,0.0001003553,0.0009175398,0.0002043505,0.0002972469,0.00002979035,0.0001623145,8.772479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009259779,"about_ca_system_score_gemma":0.000299989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003324886,"about_ca_topic_score_gemma":0.0001017514,"domain_scores_codex":[0.9983345,0.00009063839,0.0005444415,0.00006749058,0.0008720377,0.00009084451],"domain_scores_gemma":[0.9981127,0.000151356,0.0006080524,0.0001310406,0.0009806249,0.00001620635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000874024,0.0002474352,0.04412308,0.0001322235,0.00008966911,0.000002031684,0.01658151,0.05310928,0.8771064,0.003323957,0.0002699986,0.004927063],"study_design_scores_gemma":[0.001131397,0.000105946,0.7897643,0.0003613063,0.00005489707,0.0001533458,0.002103452,0.01055636,0.1913826,0.00324547,0.0009930162,0.0001479728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964243,0.00003948286,0.00004675696,0.00159332,0.0004754224,0.00006876261,0.000007315781,0.000002112488,0.001342529],"genre_scores_gemma":[0.9996528,0.0000253355,0.0001328245,0.00006554875,0.0000954234,0.000001086016,0.000003470324,0.000002803333,0.0000206937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7456412,"threshold_uncertainty_score":0.1462324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204925705967703,"score_gpt":0.2505952088155847,"score_spread":0.2301026382188144,"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."}}