{"id":"W7081624359","doi":"10.5683/sp3/9rzhka","title":"Replication Data for: Canadian Women's Vibrator Use: Prevalence and Characteristics","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Replication (statistics); Vibrator (electronic); Noise (video); 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":[0.004480753,0.0021226,0.001693706,0.004849462,0.003794942,0.002624506,0.006039121,0.002251645,0.0532909],"category_scores_gemma":[0.02346298,0.001213126,0.002526698,0.01194359,0.0009242015,0.0007049761,0.002179584,0.002118337,0.01894432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01517144,"about_ca_system_score_gemma":0.06916246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769338,"about_ca_topic_score_gemma":0.9813887,"domain_scores_codex":[0.9965904,0.0003386938,0.0003125051,0.0005903894,0.001287598,0.000880476],"domain_scores_gemma":[0.9806717,0.00144164,0.000930507,0.003026975,0.01224922,0.001679899],"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":[0.0002373916,0.00003658958,0.006095895,0.0002929807,0.0001183972,0.00003307331,0.0001031178,0.0002941524,0.00006327651,0.0003959371,0.9896031,0.002726144],"study_design_scores_gemma":[0.00143321,0.00006036186,0.1631249,0.0007820148,0.0003858577,0.0001257708,0.0007937262,0.0009169517,0.0004874057,0.0009479907,0.8307732,0.000168524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007279637,0.00004187867,0.00007211042,0.0001077424,0.00002826226,0.00006949542,0.9982007,0.00009083311,0.0006609911],"genre_scores_gemma":[0.004500397,0.00007329522,0.000444356,0.0001394932,0.00001606892,0.0005378467,0.9902177,0.00006868115,0.004002127],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0532909,"threshold_uncertainty_score":0.1782758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752378212487615,"score_gpt":0.2614222233031062,"score_spread":0.2338984411782301,"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."}}