{"id":"W2969287737","doi":"10.1111/spol.12527","title":"Gatekeeping disability income support: A conceptual model","year":2019,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Gatekeeping; Process (computing); Grounded theory; Perspective (graphical); Conceptual model; Income Support; Inclusion (mineral); Disability studies; Empirical research; Public economics; Boundary (topology); Qualitative research; Sociology; Positive economics; Psychology; Actuarial science; Demographic economics; Public relations; Social psychology; Political science; Economics; Computer science; Social science; Gender studies; Law; Epistemology; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0003853091,0.0001096354,0.0001871824,0.0000271758,0.0012032,0.0000736195,0.0000898005,0.0001747568,0.00003246231],"category_scores_gemma":[0.0002232985,0.0001059658,0.00007804031,0.0001995693,0.001286328,0.0002878141,0.00004053366,0.0001249415,0.00002779059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113806,"about_ca_system_score_gemma":0.0005607289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093617,"about_ca_topic_score_gemma":0.001793782,"domain_scores_codex":[0.9988892,0.00011842,0.0002079726,0.0001956337,0.0002438728,0.0003449139],"domain_scores_gemma":[0.9996182,0.00006949384,0.00009462265,0.00006552376,0.00004598736,0.0001062275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003023781,0.00004455883,0.003921938,0.00002197041,0.00001869981,4.305545e-7,0.06782436,0.00000270872,0.00008748866,0.9240978,0.00009859673,0.003851224],"study_design_scores_gemma":[0.00217066,0.0005821359,0.1393753,0.00004716341,0.00008512623,0.000002770736,0.1551274,0.0004930338,0.0003888035,0.6857523,0.01463128,0.001343986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885263,0.00001179625,0.00002065517,0.0171507,0.0001453773,0.0003015556,0.00003430256,0.00008423613,0.09698833],"genre_scores_gemma":[0.9942817,0.00005468041,0.00002870996,0.0006992011,0.002319321,0.00001374469,0.00000962107,0.000007613923,0.002585382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383454,"threshold_uncertainty_score":0.9254162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462794812310415,"score_gpt":0.3774551407388358,"score_spread":0.3328271926157317,"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."}}