{"id":"W4238953908","doi":"10.1063/1.4820018.1","title":"10.1063/1.4820018.1","year":2013,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada); University of Ottawa","funders":"","keywords":"Computer science","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003466104,0.001928553,0.001682593,0.001024273,0.0002490513,0.00278308,0.002501745,0.001406346,0.03334126],"category_scores_gemma":[0.001110009,0.001828009,0.0008959207,0.001310737,0.0004847141,0.00255862,0.001101389,0.001532798,0.8071335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745821,"about_ca_system_score_gemma":0.000258254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008721334,"about_ca_topic_score_gemma":0.0002894284,"domain_scores_codex":[0.9924594,0.0001416297,0.001387361,0.001989133,0.001989676,0.002032848],"domain_scores_gemma":[0.9940593,0.0004302196,0.0009402445,0.003384914,0.0003673564,0.0008179428],"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":[0.0001201481,0.0006034597,0.000007259543,0.0002070673,0.0003455905,0.0003184903,0.00001202476,0.000002638982,0.00001659843,0.00001325045,0.9949961,0.003357334],"study_design_scores_gemma":[0.001007327,0.0004772996,0.000080818,0.0002208138,0.0002113517,0.0002235835,0.00003232039,0.00001663845,0.0000132905,0.0001926724,0.9953801,0.002143782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000160717,0.0004858908,0.000003985213,0.00001719365,0.0008156226,0.001333571,0.95076,0.0009119032,0.04551113],"genre_scores_gemma":[0.0003158475,0.00003331964,0.00003750658,0.0002195613,0.001316321,0.000411751,0.9670599,0.0005769228,0.03002894],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7737923,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403814314742581,"score_gpt":0.2460538172609329,"score_spread":0.2320156741135072,"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."}}