{"id":"W7011679463","doi":"","title":"Modifications in soil fabric due to tube sampling in soft clay","year":2017,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mercury intrusion porosimetry; Tube (container); Sampling (signal processing); Intrusion; Soil test; Porosimetry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001280153,0.000086634,0.0002319518,0.0001848323,0.0001226962,0.00001555186,0.0002731132,0.0001077185,0.0002328647],"category_scores_gemma":[0.000248812,0.0001149903,0.00005386438,0.0001669906,0.00009367292,0.0001583545,0.0001240961,0.0002027029,0.0001759811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000684219,"about_ca_system_score_gemma":0.00005761045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02364337,"about_ca_topic_score_gemma":0.00951862,"domain_scores_codex":[0.9992806,0.00001280588,0.0001070586,0.0002199814,0.0001558552,0.0002237202],"domain_scores_gemma":[0.999206,0.00006434396,0.00007774574,0.0004452842,0.00006274156,0.0001438714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121861,0.00152614,0.7952678,0.0003604641,0.0001367137,0.00267688,0.009206412,0.01296649,0.04097227,0.00174838,0.02202051,0.1119961],"study_design_scores_gemma":[0.001438853,0.0000951843,0.9948955,0.0002442208,0.00002952698,0.00002419226,0.0008774245,0.0008899496,0.0003617896,0.0001520887,0.0008599476,0.0001313799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986878,0.000009872652,0.006071093,0.003375283,0.0000661131,0.000171276,0.00002718259,0.00002055981,0.003380626],"genre_scores_gemma":[0.9922006,0.000006175486,0.005971186,0.0000440449,0.00002778624,2.14419e-7,0.00001840067,0.000006733276,0.001724848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996277,"threshold_uncertainty_score":0.9828583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2801014974423894,"score_gpt":0.3698240937101067,"score_spread":0.08972259626771728,"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."}}