{"id":"W4399635675","doi":"10.32614/cran.package.whitebox","title":"whitebox: 'WhiteboxTools' R Frontend","year":2019,"lang":"en","type":"dataset","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Programming language","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":[],"category_scores_codex":[0.0002544136,0.0003838551,0.0004295657,0.0005295224,0.00008011852,0.0006315864,0.00326029,0.000349027,0.0002919053],"category_scores_gemma":[0.00001937092,0.0003391693,0.0001955719,0.0005457404,0.00003085718,0.0003479622,0.00137728,0.000367146,0.0007787911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003447883,"about_ca_system_score_gemma":0.000122143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009807143,"about_ca_topic_score_gemma":0.00003426596,"domain_scores_codex":[0.9978636,0.00007431011,0.0004180667,0.0008181108,0.000477135,0.0003487582],"domain_scores_gemma":[0.9970441,0.00007057382,0.0002288086,0.002364041,0.0001748356,0.0001176735],"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":[6.645895e-7,0.00004982191,0.000004578696,0.00004612057,0.00002240278,0.000008231586,0.000009203539,4.874809e-7,4.233172e-7,0.03578571,0.9629611,0.00111128],"study_design_scores_gemma":[0.0001150987,0.00009690542,0.00001702116,0.00005253548,0.000009676457,0.00001072041,0.000001071397,0.006158641,0.00002848209,0.002204443,0.9908494,0.0004560312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.485577e-7,0.00008965658,0.4427335,0.00009956503,0.0008883973,0.0002160638,0.5551108,0.0003019256,0.0005599202],"genre_scores_gemma":[0.000007653322,0.000292214,0.008389243,0.001939997,0.0001633974,0.00002765281,0.9876932,0.00001686072,0.001469799],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4343443,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107460545176613,"score_gpt":0.3023239990621894,"score_spread":0.2712493936104233,"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."}}