{"id":"W4416997812","doi":"10.1108/978-1-64802-604-120251007","title":"Cognitive Interview in Survey Development","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0263991,0.001019267,0.0007617547,0.003263931,0.001541097,0.002655638,0.001753092,0.001402052,0.02058562],"category_scores_gemma":[0.05659257,0.001130849,0.0003983894,0.005178167,0.002762305,0.003655314,0.002060799,0.002364965,0.008936945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650341,"about_ca_system_score_gemma":0.004225209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005563186,"about_ca_topic_score_gemma":0.01151652,"domain_scores_codex":[0.9623426,0.0340223,0.000608443,0.0005665404,0.002124212,0.0003359514],"domain_scores_gemma":[0.9311082,0.06291699,0.000560172,0.00191995,0.003227014,0.0002676506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002321657,0.00008113843,0.00119014,0.0007976696,0.00001751879,0.00006848027,0.004297521,0.0009022667,0.0002088703,0.3269629,0.1169467,0.5485036],"study_design_scores_gemma":[0.00001991873,0.00009134765,0.002296321,0.001503992,0.00002459062,0.0002512003,0.005101755,0.0061389,0.001090334,0.3709836,0.6124598,0.00003826918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002252613,0.009745264,0.8113364,0.006291413,0.0008741735,0.001372129,0.0007913257,0.001027567,0.1663091],"genre_scores_gemma":[0.06742466,0.01668088,0.7715409,0.004849854,0.0006685549,0.008117169,0.001691712,0.0009463024,0.12808],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0263991,"threshold_uncertainty_score":0.1396135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5780443347277809,"score_gpt":0.4825753676004312,"score_spread":0.09546896712734976,"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."}}