{"id":"W7162001255","doi":"10.82308/36042","title":"Survey methodology and prevalence estimates from the SPAACE (surveying the prevalence of food allergy in all Canadian environments) study","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Food allergy; Confidence interval; Incentive; Immigration; Epidemiology; Prevalence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09919958,0.0002985518,0.0004963677,0.0001248445,0.0004867099,0.00003548793,0.001068032,0.0004758484,0.0009908912],"category_scores_gemma":[0.03235763,0.0001984334,0.00006121158,0.0002704216,0.0005354908,0.0001437075,0.00008083758,0.0005432201,0.00001038607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009766521,"about_ca_system_score_gemma":0.0005200131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8287845,"about_ca_topic_score_gemma":0.9937711,"domain_scores_codex":[0.9040211,0.09387282,0.0005181392,0.0005663916,0.0004105002,0.0006109958],"domain_scores_gemma":[0.9057836,0.09317034,0.0003301936,0.0005079049,0.00005399481,0.0001540032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007501286,0.00009303508,0.9263736,0.00004120131,0.0002233111,0.000002335613,0.07048348,0.00000648271,0.00008983785,0.000139736,0.00006133287,0.001735512],"study_design_scores_gemma":[0.0001754594,0.00008596329,0.983263,0.00003813233,0.00009577627,3.769223e-7,0.01515077,0.000004559346,0.0001033005,0.0002977052,0.0005801988,0.0002047548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885503,0.008406679,0.00006628516,0.0001836209,0.0007320189,0.001091076,0.0002187216,0.00001158055,0.0007397116],"genre_scores_gemma":[0.9913999,0.002551958,0.0007329756,0.0001102836,0.00006204146,0.0000979738,0.00009912135,0.00002570766,0.004920031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649867,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3803568708970733,"score_gpt":0.454153969354833,"score_spread":0.07379709845775972,"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."}}