{"id":"W2606743718","doi":"10.23889/ijpds.v1i1.77","title":"Record Linkage Project Process Model","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Record linkage; Linkage (software); Linked data; Process (computing); Computer science; Session (web analytics); Information retrieval; Data science; World Wide Web; Sociology; Demography; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05120443,0.001206318,0.0008463895,0.0064996,0.005150204,0.0156936,0.007441533,0.004555047,0.02492],"category_scores_gemma":[0.06211076,0.001172262,0.002073186,0.01146569,0.00255618,0.01049125,0.006837758,0.003202707,0.008901753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03133721,"about_ca_system_score_gemma":0.0940497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2002078,"about_ca_topic_score_gemma":0.09811571,"domain_scores_codex":[0.9380913,0.02689183,0.005445693,0.005380356,0.02062453,0.003566227],"domain_scores_gemma":[0.9286961,0.01790949,0.003711724,0.008127037,0.03906235,0.002493303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000123942,0.0002636306,0.006824642,0.0007315749,0.00007216998,0.0004851648,0.004446759,0.04298655,0.0004064196,0.7591352,0.04895151,0.1355725],"study_design_scores_gemma":[0.0001334012,0.0001670095,0.002533752,0.0009580126,0.00008412777,0.0003807915,0.003424904,0.07178068,0.001537184,0.1588165,0.760016,0.0001676494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01543497,0.0007676868,0.7080126,0.01070967,0.0003834797,0.01176473,0.02148505,0.003897238,0.2275447],"genre_scores_gemma":[0.1922692,0.001859505,0.6153018,0.001201902,0.0001485532,0.01570848,0.03767088,0.000705422,0.1351343],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2002078,"threshold_uncertainty_score":0.3980849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5924316145985103,"score_gpt":0.6150809603045536,"score_spread":0.02264934570604327,"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."}}