{"id":"W3213437061","doi":"10.1596/1813-9450-9410","title":"Evidence from Survey Design Experiments","year":2020,"lang":"en","type":"book","venue":"The World Bank Open Knowledge Repository (World Bank)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Agriculture; Survey research; Psychology; Demographic economics; Geography; Economics; Applied psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005802259,0.0008583574,0.001301034,0.0002653376,0.003598954,0.001699673,0.007420782,0.0003835092,0.003488967],"category_scores_gemma":[0.0006489685,0.0007588358,0.0004548251,0.001134024,0.001082265,0.001028952,0.002994357,0.001439474,0.003006776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707579,"about_ca_system_score_gemma":0.004336689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0171394,"about_ca_topic_score_gemma":0.06675603,"domain_scores_codex":[0.9869136,0.008050662,0.001061064,0.001641706,0.001371966,0.0009610616],"domain_scores_gemma":[0.9912669,0.004816828,0.0009025693,0.001805196,0.0006482221,0.0005602592],"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":[0.0003906669,0.0001932148,0.001256558,0.00005558355,0.0004962811,0.00008245797,0.02440732,0.000007808034,0.00008718103,0.003516265,0.9680378,0.001468876],"study_design_scores_gemma":[0.0005270416,0.0000816277,0.005186432,0.001434709,0.0004320461,0.00000147871,0.0006958437,0.00003627868,0.001171118,0.003141422,0.985943,0.001348983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001006101,0.01133781,0.0001809926,0.001460991,0.004753927,0.002706294,0.0001157215,0.0002374794,0.9791062],"genre_scores_gemma":[0.02929932,0.0003775047,0.0004463655,0.0004715015,0.003022857,0.0001044972,0.0001023446,0.0001015701,0.966074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04961663,"threshold_uncertainty_score":0.9994863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3645007054041136,"score_gpt":0.377670000189964,"score_spread":0.01316929478585038,"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."}}