{"id":"W4205615701","doi":"10.3390/socsci11020031","title":"Persistence and Attrition among Participants in a Multi-Page Online Survey Recruited via Reddit’s Social Media Network","year":2022,"lang":"en","type":"article","venue":"Social Sciences","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Charles Sturt University; University of Regina","keywords":"Attrition; Persistence (discontinuity); Social media; Psychology; Survey data collection; Abandonment (legal); Survey research; Demography; Cohort; Gerontology; Computer science; Medicine; World Wide Web; Applied psychology; Statistics; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01907349,0.0001658309,0.0002825409,0.001235627,0.00114875,0.001369035,0.001008985,0.0005871867,0.003639141],"category_scores_gemma":[0.06610929,0.000246681,0.0006019068,0.001068571,0.0004885412,0.00129373,0.00159546,0.001286683,0.0009273827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007663746,"about_ca_system_score_gemma":0.001200693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005816167,"about_ca_topic_score_gemma":0.005747853,"domain_scores_codex":[0.9906845,0.004895391,0.0007434031,0.0009203107,0.001979656,0.0007766414],"domain_scores_gemma":[0.9681877,0.0134341,0.00866005,0.004088982,0.004125158,0.001503963],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003593969,0.0004124747,0.9751405,0.00004102917,0.00004715956,0.000080671,0.004576303,0.00005206991,0.0002665925,0.0001346269,0.00091302,0.01797623],"study_design_scores_gemma":[0.00002013159,0.0008159566,0.9915468,0.0000605188,0.00003324168,0.0002172959,0.004724022,0.0006244872,0.0003366877,0.0001360864,0.001467312,0.00001742011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973393,0.00005556992,0.0006580276,0.0001724408,0.00001133735,0.0001761343,0.0004248454,0.0000122791,0.001150036],"genre_scores_gemma":[0.9954818,0.00007210794,0.001131375,0.0002438278,0.00001737579,0.0006125444,0.0005260667,0.00001600455,0.001898831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9809265,"threshold_uncertainty_score":0.1008714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7379027422027555,"score_gpt":0.504803141759464,"score_spread":0.2330996004432916,"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."}}