{"id":"W1680282840","doi":"10.2196/mental.3969","title":"Word Recall: Cognitive Performance Within Internet Surveys","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recall; Cognition; Concordance; Recall test; Health and Retirement Study; Cognitive interview; Psychology; Medicine; Applied psychology; Free recall; Cognitive psychology; Gerontology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05909315,0.0001008248,0.0001893499,0.00006439872,0.0003110082,0.00002117882,0.0001688759,0.0001010332,0.0002065211],"category_scores_gemma":[0.002021883,0.00009529217,0.0000312761,0.0002591743,0.0003168718,0.0001861633,0.00005076526,0.0002284856,0.0002606541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289331,"about_ca_system_score_gemma":0.0009415958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828451,"about_ca_topic_score_gemma":0.009315976,"domain_scores_codex":[0.9731618,0.02564274,0.0002460122,0.0002313331,0.0003155241,0.000402587],"domain_scores_gemma":[0.9976105,0.001602152,0.0001332783,0.00009222739,0.00007600382,0.0004858348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01117685,0.0004785966,0.3377669,0.00006325043,0.00005182535,0.00001527934,0.4213554,0.000001070129,0.00001289977,0.0008048947,0.03460508,0.193668],"study_design_scores_gemma":[0.002127573,0.001202613,0.9071797,0.0002670709,0.000004778811,0.0000142903,0.05182576,0.00007807452,0.0004094895,0.0003038731,0.03618474,0.0004020222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896075,0.000192702,0.000129142,0.001564485,0.001305326,0.0004897912,0.00002020323,0.00008328012,0.006607579],"genre_scores_gemma":[0.9885401,0.00009118066,0.0006924407,0.001506627,0.0001376199,0.00003980498,0.0000364422,0.0000105163,0.008945253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694128,"threshold_uncertainty_score":0.9688616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3091685999316708,"score_gpt":0.4991378323456911,"score_spread":0.1899692324140203,"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."}}