{"id":"W6921250267","doi":"10.7281/t1/bmathh/bkap25","title":"21_D1.tar.001","year":2021,"lang":"en","type":"dataset","venue":"Research Data Repository, Duke University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Process (computing); Quality (philosophy); Compression (physics); Table (database)","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.004570416,0.0007928669,0.001040054,0.002593784,0.002465147,0.0009221709,0.01414158,0.001172302,0.001317165],"category_scores_gemma":[0.001771976,0.0009506284,0.0002425471,0.003809644,0.001476023,0.0018298,0.02148221,0.005204794,0.01198007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867067,"about_ca_system_score_gemma":0.004384954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02508471,"about_ca_topic_score_gemma":0.004847158,"domain_scores_codex":[0.9842812,0.00478022,0.0005499915,0.003587834,0.004679305,0.00212141],"domain_scores_gemma":[0.979202,0.001066852,0.0003995918,0.01614233,0.001990932,0.00119827],"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":[0.000331491,0.0008541126,0.00005610184,0.0003848046,0.0005458266,0.0246569,0.0000139311,0.000001733636,0.0007969647,0.00005360527,0.9722219,0.00008263534],"study_design_scores_gemma":[0.001089511,0.0001117354,0.0001892911,0.0003353787,0.0002914932,0.0003433918,0.0004183704,0.00004602817,0.0001939663,0.000003546191,0.9961053,0.000871998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001829787,0.0008173801,0.000003142151,0.0001501091,0.0009657055,0.000792011,0.9863784,0.0002270984,0.0104832],"genre_scores_gemma":[0.00003768128,0.001456784,0.0001403516,0.00001878582,0.001150517,0.000002239039,0.9611048,0.0001268746,0.03596202],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02547881,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935331273200757,"score_gpt":0.3895455046930082,"score_spread":0.1960123773729325,"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."}}