{"id":"W4245877077","doi":"10.1007/978-1-4939-7131-2_101300","title":"Surveys","year":2018,"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 Calgary","funders":"","keywords":"Geography","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":[0.006241844,0.0007054287,0.0007276769,0.003871415,0.000953415,0.003203723,0.001469013,0.001247971,0.3054376],"category_scores_gemma":[0.02521714,0.0004933667,0.0004135952,0.00533087,0.0005504256,0.00259515,0.001935324,0.001387239,0.2459471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511593,"about_ca_system_score_gemma":0.003498132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256602,"about_ca_topic_score_gemma":0.003501012,"domain_scores_codex":[0.9927514,0.003572609,0.0003992966,0.0006823967,0.002200877,0.0003935276],"domain_scores_gemma":[0.9894322,0.003734248,0.0004967034,0.002741421,0.003096316,0.0004991944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002997524,0.00007558849,0.0007939785,0.000255501,0.000007948966,0.00001362102,0.0001788882,0.0001659586,0.0001795664,0.05448553,0.6648015,0.2790119],"study_design_scores_gemma":[0.00001247489,0.00003610542,0.0009576789,0.0001167315,0.000003725986,0.00004668416,0.000119504,0.000264699,0.0001521017,0.008902775,0.9893808,0.000006628488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002078803,0.001438239,0.05636865,0.004517375,0.001181944,0.002520254,0.02484939,0.003145208,0.9039001],"genre_scores_gemma":[0.02147127,0.003287002,0.03372266,0.004579062,0.0007133398,0.00432288,0.0268513,0.0007268756,0.9043255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3054376,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3791080539173364,"score_gpt":0.4580068382364425,"score_spread":0.07889878431910613,"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."}}