{"id":"W6887528100","doi":"10.17603/ds2-gsbs-n383","title":"Untreated Medium Dense Model - GLH07s","year":2020,"lang":"en","type":"dataset","venue":"Texas Advanced Computing Center","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centrifuge; Penetration (warfare); Shear (geology); Cementation (geology); Penetration test; Shear waves","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002749748,0.001436701,0.001478878,0.0004226747,0.0002501129,0.0001836149,0.001747638,0.0005493491,0.0002508883],"category_scores_gemma":[0.0004402079,0.001462282,0.0003971364,0.0007850779,0.0002072765,0.0002125214,0.001472286,0.001826765,0.03230222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006355676,"about_ca_system_score_gemma":0.0002812821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000548314,"about_ca_topic_score_gemma":0.0000653805,"domain_scores_codex":[0.9939163,0.0002563025,0.001192921,0.001943107,0.001110645,0.001580718],"domain_scores_gemma":[0.9959585,0.0002893606,0.001008184,0.001802459,0.0003014716,0.0006400133],"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":[0.0002991892,0.0002545456,0.00004804008,0.0002265847,0.0001841974,0.0003496652,0.00004471801,0.02620882,0.0001741931,0.000006744535,0.9717639,0.000439369],"study_design_scores_gemma":[0.003021896,0.0001174338,0.00004396351,0.0006713305,0.0002425551,0.00007013083,0.00000897933,0.04937792,0.0001731482,0.0001031437,0.9447862,0.001383328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000385434,0.0001576207,0.001305146,0.0001629055,0.001200888,0.0008437571,0.9944781,0.001223375,0.0002427816],"genre_scores_gemma":[0.001436644,0.00005970697,0.004448691,0.001766719,0.0007811265,0.000009192298,0.9908552,0.0004284404,0.000214309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03205133,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072096934752158,"score_gpt":0.2840434481075594,"score_spread":0.2633224787600378,"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."}}