{"id":"W4361299184","doi":"10.4337/9781800376175","title":"How to Design, Implement, and Analyse a Survey","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maastricht Economic and Social Research Institute on Innovation and Technology, United Nations University; University of Ottawa","keywords":"License; Download; Survey research; Computer science; Process (computing); Business; Marketing; Engineering management; Public relations; Process management; World Wide Web; Engineering; Political science; Business administration","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":[0.02818014,0.001648923,0.001660637,0.004863931,0.001560876,0.005097861,0.001511218,0.001969091,0.05832676],"category_scores_gemma":[0.1032618,0.001667936,0.0008697896,0.004586358,0.002146988,0.005444739,0.001982044,0.0027031,0.09846458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152204,"about_ca_system_score_gemma":0.007410035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153757,"about_ca_topic_score_gemma":0.006177004,"domain_scores_codex":[0.9677503,0.01767919,0.001949446,0.001033612,0.01109634,0.0004911646],"domain_scores_gemma":[0.9414382,0.03739061,0.001700071,0.006221078,0.01210066,0.001149399],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005088383,0.0001777735,0.0009946178,0.001250343,0.00003278607,0.00008988391,0.001312676,0.001385381,0.00121511,0.01919357,0.242811,0.731486],"study_design_scores_gemma":[0.0001050875,0.0002980428,0.002428156,0.001633313,0.00003958913,0.0003042082,0.001916289,0.002935637,0.001359414,0.03170389,0.9571699,0.0001066045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002138512,0.003100572,0.770033,0.01507515,0.002932178,0.03373872,0.006930607,0.01243928,0.153612],"genre_scores_gemma":[0.006406799,0.003082382,0.9126769,0.00499638,0.0005383997,0.02765571,0.00315286,0.001765938,0.03972458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9718199,"threshold_uncertainty_score":0.1951225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.353536747438322,"score_gpt":0.4241705249752267,"score_spread":0.0706337775369047,"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."}}