{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009239383,0.0008459347,0.000435627,0.005149253,0.006876371,0.0123626,0.003942507,0.003999731,0.005314373],"category_scores_gemma":[0.01334481,0.0005494043,0.0009182483,0.004473624,0.02327729,0.01371149,0.005338787,0.003151233,0.0004491694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01827312,"about_ca_system_score_gemma":0.01936599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993101,"about_ca_topic_score_gemma":0.01220762,"domain_scores_codex":[0.9922075,0.005142732,0.0002348152,0.0005782702,0.0008513448,0.0009854162],"domain_scores_gemma":[0.9879742,0.008002677,0.001116412,0.000481512,0.001148436,0.001276844],"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":[0.00001496691,0.00006864512,0.002258216,0.00008453132,0.000006388707,0.0001510163,0.03141761,0.001646624,0.00005935508,0.9568356,0.001107863,0.006349212],"study_design_scores_gemma":[0.00008062462,0.0001416116,0.005298001,0.001174669,0.00004795034,0.0003008991,0.1433908,0.02841042,0.0002825473,0.7408572,0.07993116,0.00008412105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3588992,0.001965736,0.2045963,0.07264661,0.0003553369,0.002740292,0.0006531699,0.0002617981,0.3578815],"genre_scores_gemma":[0.9688032,0.0005389546,0.02615654,0.0005671799,0.00002669025,0.0006712357,0.0001290247,0.00001721263,0.003089909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993101,"threshold_uncertainty_score":0.1325814,"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."}}