{"id":"W7096252667","doi":"","title":"INCOME DISTRIBUTION DATA REVIEW – CANADA","year":2015,"lang":"en","type":"article","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.0005138603,0.00005396735,0.000111121,0.00000880219,0.00002288064,0.00005323768,0.00241788,0.000008807395,0.00002408509],"category_scores_gemma":[0.0002380479,0.00004091923,0.000008696254,0.0004024619,0.000007646524,0.0007177318,0.001189418,0.0000387145,0.00008784304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030048,"about_ca_system_score_gemma":0.0006514204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3946574,"about_ca_topic_score_gemma":0.562354,"domain_scores_codex":[0.9990888,0.00004075998,0.0001448842,0.0002600264,0.0003450118,0.0001205486],"domain_scores_gemma":[0.997607,0.00001892839,0.00004422828,0.002110055,0.00008071414,0.0001390613],"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":[1.171931e-7,0.00000456652,0.0006579079,0.00001926372,0.000006553211,0.000008468447,0.000001196467,0.000002058941,2.770592e-7,0.007369905,0.9837594,0.008170281],"study_design_scores_gemma":[0.00006767825,0.000006049849,0.001271214,0.00006892293,0.00001296763,0.000009997842,0.000002387276,0.03342501,0.00001222707,0.0002130439,0.9648013,0.0001091835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00006762262,0.003690064,0.9814588,0.009892823,0.0002754289,0.00009302686,0.0002248553,0.00008766408,0.004209679],"genre_scores_gemma":[0.8141214,0.0034089,0.1182945,0.03339263,0.0004053629,0.00003080286,0.02186018,0.00002951999,0.008456672],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8631644,"threshold_uncertainty_score":0.6093736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600700915448773,"score_gpt":0.2903301631684341,"score_spread":0.2243231540139463,"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."}}