{"id":"W4399587825","doi":"10.32614/cran.package.cchsflow","title":"cchsflow: Transforming and Harmonizing CCHS Variables","year":2020,"lang":"en","type":"dataset","venue":"","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004530259,0.001589147,0.0009121395,0.004958054,0.0009979858,0.002733387,0.002259489,0.000864895,0.04918697],"category_scores_gemma":[0.02167102,0.0009644406,0.001901234,0.008008409,0.0005210633,0.001326375,0.002780372,0.002272827,0.03686127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681496,"about_ca_system_score_gemma":0.01080414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2189287,"about_ca_topic_score_gemma":0.2992848,"domain_scores_codex":[0.9977092,0.0004973264,0.0003008043,0.0005726446,0.0005410611,0.0003790455],"domain_scores_gemma":[0.9950545,0.001086954,0.0002879054,0.001256293,0.002095836,0.0002184207],"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":[0.00005415589,0.00002416978,0.003844907,0.0002507579,0.00005076304,0.00001615852,0.00009086885,0.0006158344,0.0001208809,0.001529519,0.9836536,0.009748377],"study_design_scores_gemma":[0.0002159139,0.00001540039,0.01487273,0.0002374029,0.00004109211,0.00002853859,0.0001932728,0.002192982,0.0006852266,0.003801891,0.9776393,0.00007618364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0008922259,0.00006835533,0.001812981,0.0001510839,0.0001263751,0.000123215,0.9916615,0.003327509,0.001836822],"genre_scores_gemma":[0.002484888,0.00007500849,0.007263642,0.00008278972,0.00002348224,0.0006821246,0.9865317,0.00108277,0.0017736],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7810713,"threshold_uncertainty_score":0.4353088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176814484856359,"score_gpt":0.2172745112294149,"score_spread":0.1855063663808513,"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."}}