{"id":"W4402104790","doi":"10.55016/ojs/jet.v1i1.43488","title":"Ideology and Educational Policy","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ideology; Political science; Sociology; Political economy; Politics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004351337,0.00006884929,0.000109442,0.0001634417,0.0003638279,0.00006087199,0.0001849399,0.00006294107,0.001936883],"category_scores_gemma":[0.00333059,0.00005750329,0.0000512942,0.000313279,0.0005336175,0.0002982582,0.0000171875,0.000100768,0.00009811497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803227,"about_ca_system_score_gemma":0.002622778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005504678,"about_ca_topic_score_gemma":0.000256518,"domain_scores_codex":[0.9990634,0.0001248091,0.0002716545,0.00009218968,0.0002752326,0.0001727246],"domain_scores_gemma":[0.9978008,0.0003583046,0.0002573572,0.00006543074,0.001281611,0.0002365258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009131006,0.0001271616,0.004711461,0.000002703561,0.0000195888,1.462161e-7,0.01551601,4.281909e-7,0.0001177435,0.8761237,0.102481,0.0008909442],"study_design_scores_gemma":[0.0001704559,0.00004140236,0.09988563,0.0000176565,0.00001303449,0.00006411087,0.003614471,8.396539e-7,0.0000374282,0.05028648,0.8457904,0.00007803191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4589789,0.00066288,0.000006485013,0.4551777,0.004434288,0.00008107899,0.000003543459,0.000004448906,0.08065073],"genre_scores_gemma":[0.9525439,0.0002200583,0.007043188,0.003092426,0.01328269,0.000003320115,0.00000346518,0.000005053068,0.02380588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8258372,"threshold_uncertainty_score":0.9989755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829575852324668,"score_gpt":0.4214257715073902,"score_spread":0.3931300129841435,"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."}}