{"id":"W1689209334","doi":"10.3747/co.22.2448","title":"Third-Party Online Surveys—Science, Selling, or Sugging?","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Internet privacy; Data science; World Wide Web; Information retrieval; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1031322,0.0001527536,0.0003638483,0.0002468684,0.0006707172,0.00003964122,0.0007088279,0.0002427691,0.0003758002],"category_scores_gemma":[0.03905746,0.0001226121,0.00006578648,0.001147022,0.002217151,0.0002398015,0.0001336177,0.0004437898,0.0002502691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930014,"about_ca_system_score_gemma":0.00498696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004920526,"about_ca_topic_score_gemma":0.008553927,"domain_scores_codex":[0.9717149,0.02611968,0.0003531253,0.0004784886,0.0005380908,0.0007957006],"domain_scores_gemma":[0.9901261,0.008335257,0.0001723004,0.0002803839,0.0005536513,0.000532246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006544312,0.003503883,0.4297178,0.00002875902,0.0000674259,0.0001778104,0.07972775,0.00004359283,0.0002998552,0.01192212,0.1164432,0.3515235],"study_design_scores_gemma":[0.0007234112,0.0003103267,0.05094013,0.000009366147,0.00001745066,0.000009406595,0.003854812,0.0000931138,0.00007757197,0.001415335,0.9423461,0.0002030007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586486,0.001112861,0.00240361,0.001776388,0.01375657,0.0003329309,0.00003295733,0.0002637389,0.02167231],"genre_scores_gemma":[0.975669,0.001169745,0.00936494,0.0007695252,0.00303792,0.00005515606,0.00006567304,0.00003600191,0.009832026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8259029,"threshold_uncertainty_score":0.969037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6945183329243922,"score_gpt":0.596184114810374,"score_spread":0.09833421811401821,"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."}}