{"id":"W6958657873","doi":"10.7281/t1/bmathh/l7jfst","title":"08_A4.tar.030","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); Object (grammar); Relation (database); Product (mathematics)","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":[0.004623482,0.000802019,0.001058639,0.002666712,0.002437631,0.0008856056,0.01447039,0.001179816,0.001112704],"category_scores_gemma":[0.002044967,0.0009631245,0.0002818782,0.003993833,0.001460701,0.001860304,0.02172017,0.005263802,0.01237516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004146827,"about_ca_system_score_gemma":0.005195327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597942,"about_ca_topic_score_gemma":0.003156218,"domain_scores_codex":[0.9839296,0.004882036,0.0005568193,0.003652131,0.004876988,0.002102398],"domain_scores_gemma":[0.9788448,0.001127448,0.0004063914,0.01654204,0.001872019,0.001207296],"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":[0.0003311662,0.0006084339,0.00007926934,0.0003949971,0.000559965,0.02451488,0.0000188533,0.000002261365,0.0008164574,0.00008247959,0.9725316,0.00005967124],"study_design_scores_gemma":[0.0008576583,0.000113288,0.0002406187,0.0003816221,0.0003090692,0.0003131552,0.0005342836,0.00005065652,0.0002662745,0.000004707596,0.9960478,0.0008808596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002035034,0.0008414565,0.0000060169,0.0001522961,0.000998029,0.0008097104,0.9870282,0.0002310732,0.009729752],"genre_scores_gemma":[0.00005185204,0.001352194,0.0002035409,0.00001960021,0.001196518,0.000002322832,0.9749848,0.0001300001,0.02205913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02420172,"threshold_uncertainty_score":0.9998004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2237987794569001,"score_gpt":0.3990814809930431,"score_spread":0.175282701536143,"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."}}