{"id":"W1503364151","doi":"10.29173/css238","title":"Assessment and Evaluation: Exploring their Principles and Purposes in Relation to Neoliberalism through a Social Studies Case Study","year":2012,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Neoliberalism (international relations); Ideology; Standardized test; Sociology; Accountability; Context (archaeology); Power (physics); Educational assessment; Politics; Higher education; Pedagogy; Social science; Political science; Mathematics education; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001181428,0.000143562,0.0002641795,0.0000948337,0.002807725,0.00006957862,0.00006022527,0.00005907853,0.000005970213],"category_scores_gemma":[0.0002199621,0.0001177799,0.00002866983,0.0003403286,0.0003637902,0.0004672673,0.00008638159,0.0001035662,0.000001489566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579467,"about_ca_system_score_gemma":0.0004033243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2455867,"about_ca_topic_score_gemma":0.737733,"domain_scores_codex":[0.9985556,0.0002448447,0.000224734,0.0001914261,0.0003042744,0.0004791157],"domain_scores_gemma":[0.9993266,0.0001118784,0.0000682949,0.00004839925,0.000251099,0.0001936815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001793659,0.00003857579,0.06518457,0.00001115495,0.0001333857,0.000009880067,0.8895785,0.000003048884,4.314794e-7,0.03657869,0.000913944,0.007546074],"study_design_scores_gemma":[0.0001539702,0.00001964004,0.3428686,0.00001123005,0.00003030953,0.000003961261,0.6381499,7.805984e-7,1.719297e-7,0.002029876,0.01662336,0.0001082125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734293,0.006266088,1.955172e-7,0.01457676,0.0005776469,0.0008188888,0.00001250519,0.00001610287,0.0043025],"genre_scores_gemma":[0.9968329,0.000769278,0.00005378466,0.0006527858,0.001143401,0.0003787818,0.000001729713,0.000008674061,0.0001586545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921463,"threshold_uncertainty_score":0.9984905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3973980974619137,"score_gpt":0.4820878927278132,"score_spread":0.08468979526589954,"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."}}