{"id":"W7098679702","doi":"","title":"From PAPI to CAPI: consequences for data quality on the British Household Panel Survey&amp;apos;, paper presented at","year":2000,"lang":"en","type":"article","venue":"","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; British Household Panel Survey; Social research; Data collection; Comparative research; Longitudinal data; Panel data; Data quality; Resource (disambiguation)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4179178,0.001183354,0.002960966,0.009353822,0.006712782,0.01572209,0.00819646,0.003750117,0.02603376],"category_scores_gemma":[0.7585441,0.002237302,0.002054169,0.03600821,0.006666676,0.007590617,0.01096759,0.007540168,0.009427495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0172001,"about_ca_system_score_gemma":0.01287848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100459,"about_ca_topic_score_gemma":0.05763237,"domain_scores_codex":[0.4113494,0.3998778,0.0398567,0.03153539,0.1095477,0.007832988],"domain_scores_gemma":[0.2095054,0.5183247,0.04870203,0.09942658,0.1161174,0.007923895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001014498,0.0002272955,0.1100963,0.002640606,0.0006941899,0.0002951203,0.01107254,0.001390163,0.0002753054,0.05388823,0.631099,0.1873068],"study_design_scores_gemma":[0.0005889365,0.0003801278,0.3998902,0.009082799,0.0004509912,0.0009011204,0.009081522,0.01057877,0.001392408,0.05757049,0.5097184,0.0003641439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07590085,0.02925511,0.1136079,0.3998241,0.02996903,0.01130884,0.1945718,0.003535675,0.1420267],"genre_scores_gemma":[0.6014165,0.008879556,0.07859172,0.1401197,0.006439381,0.0288236,0.09408714,0.004616236,0.03702607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4179178,"threshold_uncertainty_score":0.717811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3918839823774873,"score_gpt":0.3987509044874776,"score_spread":0.006866922109990292,"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."}}