{"id":"W2057423916","doi":"10.1080/09687590802535360","title":"‘The AISH review is a big joke’: contradictions of policy participation and consultation in a neo‐liberal context","year":2009,"lang":"en","type":"review","venue":"Disability & Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; University of Lethbridge","funders":"","keywords":"Agency (philosophy); Autonomy; Transparency (behavior); Context (archaeology); Public administration; Political science; Government (linguistics); Independence (probability theory); Face (sociological concept); Public relations; Citizen journalism; Sociology; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631144,0.0002305848,0.001141618,0.00001720575,0.000923788,0.00004856637,0.0001791069,0.0002913222,0.000005493642],"category_scores_gemma":[0.002778664,0.0001574644,0.0006927943,0.0009095533,0.002583967,0.0001039026,0.00003879093,0.000312851,0.000002922903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594128,"about_ca_system_score_gemma":0.0006821227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007982616,"about_ca_topic_score_gemma":0.008953357,"domain_scores_codex":[0.9973696,0.0007462697,0.0008915617,0.0002928997,0.0003122421,0.0003874058],"domain_scores_gemma":[0.9974377,0.001634151,0.0004539801,0.0002190104,0.0001572219,0.00009790253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002191847,0.00008652077,0.0001320779,0.003939372,0.00009747225,5.578391e-8,0.03449766,1.92839e-8,1.764921e-8,0.006290938,0.002794445,0.9521592],"study_design_scores_gemma":[0.0003081931,0.00003598667,0.002160318,0.006839801,0.0005169949,4.181165e-7,0.009934097,0.000002190274,7.985927e-8,0.008319091,0.971626,0.0002567929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002512328,0.9847111,0.000001118672,0.01151917,0.0001250903,0.001706036,0.0001017157,0.00003077991,0.001553814],"genre_scores_gemma":[0.002456509,0.9954798,0.000007954939,0.00118708,0.0004148908,0.0002585016,0.00001737832,0.000009980153,0.0001679627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9688316,"threshold_uncertainty_score":0.9986233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09541555153328087,"score_gpt":0.4531715543453999,"score_spread":0.3577560028121191,"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."}}