{"id":"W7099764699","doi":"","title":"Response Quality and Demographic Characteristics of Respondents Using a Mobile Device on a Web-based Survey","year":2013,"lang":"en","type":"article","venue":"","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Mobile device; The Internet; Sample (material); Quality (philosophy); Surprise; Mobile Web; Mobile technology; Web survey","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01031442,0.0001937012,0.0003610933,0.002271576,0.0004892966,0.0009011265,0.0004275801,0.0006703882,0.003310997],"category_scores_gemma":[0.04915388,0.000219441,0.0006068185,0.002309328,0.0005532707,0.0009313569,0.0008885162,0.000578984,0.001100524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442908,"about_ca_system_score_gemma":0.0004224608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908036,"about_ca_topic_score_gemma":0.002440916,"domain_scores_codex":[0.987046,0.007283977,0.001870723,0.0007232595,0.002296239,0.0007797482],"domain_scores_gemma":[0.9655446,0.01308965,0.01052955,0.002294424,0.007228939,0.001312818],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057227,0.0001196838,0.9918162,0.00004049582,0.00004064427,0.00004266297,0.001831944,0.00009485027,0.0005103428,0.00007475491,0.0003471907,0.004975585],"study_design_scores_gemma":[0.000008375193,0.0002498005,0.9916387,0.00004273848,0.000015088,0.0001530896,0.005614231,0.0005874729,0.0003988236,0.00006406941,0.001211224,0.00001633248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962351,0.00005632029,0.0007260988,0.0002094218,0.000007347495,0.000161747,0.001220786,0.0000127936,0.001370452],"genre_scores_gemma":[0.9966882,0.00008930965,0.0008479114,0.000153224,0.00001061993,0.0003473537,0.001239056,0.000007989477,0.0006164156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9896856,"threshold_uncertainty_score":0.0545485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3499871636662451,"score_gpt":0.4867111762624916,"score_spread":0.1367240125962464,"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."}}