{"id":"W3106919958","doi":"10.1108/ijem-11-2019-0410","title":"Of hope and despair: neo-liberalism and schooling on the south coast of England","year":2020,"lang":"en","type":"article","venue":"International Journal of Educational Management","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Appropriation; Government (linguistics); Sociology; Set (abstract data type); Citizenship; Qualitative research; Context effect; Public relations; Political science; Pedagogy; Social science; Politics; Epistemology; Law","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":[0.0004655271,0.00005348906,0.00009316951,0.00009074334,0.00006336389,0.00003716577,0.0002080985,0.0000156538,0.0001201495],"category_scores_gemma":[0.0004061168,0.00004007593,0.00003806019,0.00008190368,0.0001668239,0.00009051994,0.00004070343,0.00009322193,0.000001293066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048842,"about_ca_system_score_gemma":0.0000928506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005819198,"about_ca_topic_score_gemma":0.000021171,"domain_scores_codex":[0.9991027,0.00009115016,0.0002481324,0.00007254582,0.0004236739,0.00006182196],"domain_scores_gemma":[0.9990001,0.0003232748,0.0002857559,0.00003640864,0.0002903237,0.00006410926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001598526,0.0002276539,0.1482983,0.00005033316,0.0006444768,0.000001969009,0.3514542,0.00007751441,0.00003814047,0.4846712,0.007506548,0.006869858],"study_design_scores_gemma":[0.001301856,0.0001631585,0.5181845,0.0002676959,0.0001091021,0.000006873115,0.3936573,0.00002231551,0.00007212906,0.01356006,0.07248649,0.0001685278],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6078498,0.0003784657,0.00005552472,0.3897343,0.000392526,0.00007948148,0.000003623802,0.000001879204,0.00150446],"genre_scores_gemma":[0.9971909,0.0001934235,0.0005499355,0.001423645,0.0004832303,0.000002549998,8.099059e-7,0.000003314927,0.0001521728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4711111,"threshold_uncertainty_score":0.1634249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969693848249375,"score_gpt":0.3646349861914713,"score_spread":0.2676656013665338,"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."}}