{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1622698,0.001912387,0.003083355,0.001941238,0.001543561,0.004616732,0.004393653,0.004824538,0.04064291],"category_scores_gemma":[0.453838,0.001150422,0.002824786,0.003047429,0.004913538,0.004852708,0.002626844,0.004347801,0.007346456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327119,"about_ca_system_score_gemma":0.004697833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516416,"about_ca_topic_score_gemma":0.001855331,"domain_scores_codex":[0.7140447,0.2419539,0.01233346,0.01093893,0.01851307,0.002215776],"domain_scores_gemma":[0.2128946,0.7081513,0.03010996,0.03074549,0.01640429,0.001694469],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04933931,0.01353459,0.0299357,0.0636618,0.01904924,0.0005942612,0.005041984,0.006515448,0.002253953,0.1492091,0.09046239,0.5704024],"study_design_scores_gemma":[0.04887186,0.05243864,0.06534871,0.06142384,0.0281671,0.001184175,0.004691445,0.01673179,0.008278466,0.2626119,0.4495278,0.0007242422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.168295,0.1335938,0.2926868,0.03948647,0.01470958,0.03539263,0.02638487,0.001970636,0.2874803],"genre_scores_gemma":[0.6954437,0.0457676,0.1400507,0.02778218,0.002736781,0.05339779,0.009592565,0.0006172931,0.02461145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377302,"threshold_uncertainty_score":0.8581752,"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."}}