{"id":"W2119216511","doi":"10.1017/s0047279413000482","title":"On ‘Activation Workers' Perceptions’: A Reply to Dunn (1)","year":2013,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Receipt; Conditionality; Unemployment; Welfare; Perception; Welfare dependency; Social policy; Sample (material); Work (physics); Sociology; Welfare state; Welfare reform; Political science; Psychology; Economics; Economic growth; Law; Politics; Accounting","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":[],"consensus_categories":[],"category_scores_codex":[0.000482465,0.0001026861,0.0002253709,0.0002942404,0.001246496,0.0001028662,0.000209417,0.0001150483,0.0001614173],"category_scores_gemma":[0.001491733,0.0000818983,0.0002008431,0.0006807992,0.0002154617,0.0003635154,0.00003116979,0.000245956,0.0002600355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176151,"about_ca_system_score_gemma":0.0003893317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658795,"about_ca_topic_score_gemma":0.0001222956,"domain_scores_codex":[0.998553,0.0001614939,0.0003385153,0.00008987107,0.0005142515,0.000342832],"domain_scores_gemma":[0.9989586,0.0001176958,0.0002795614,0.00006184591,0.0003863124,0.0001959338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008993059,0.000185276,0.001209102,0.000008564028,0.0001383997,0.000002221735,0.2441415,0.00001482914,0.0004163154,0.1578876,0.5609071,0.03499914],"study_design_scores_gemma":[0.0009804339,0.0005059532,0.4411745,0.0001271345,0.0000458336,0.000003654207,0.1710597,0.000001153482,0.00008174478,0.2403792,0.1451668,0.0004740197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5955291,0.000007673826,0.00004051138,0.3088422,0.0003968457,0.0002618706,0.000002208237,0.00003224037,0.09488739],"genre_scores_gemma":[0.9674233,0.00004472067,0.0001163698,0.01335958,0.01433995,0.00001122318,2.761757e-7,0.00001221513,0.004692335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399654,"threshold_uncertainty_score":0.9899607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601523752644111,"score_gpt":0.367374832710755,"score_spread":0.3413595951843139,"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."}}