{"id":"W1607569606","doi":"10.47925/2007.162","title":"Consuming Schooling: Education as Simulation","year":2007,"lang":"en","type":"article","venue":"Philosophy of education","topic":"Cultural Studies and Postmodernism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Mathematics education; Sociology; Psychology; Computer science","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":[0.0003961506,0.00006633722,0.0000841783,0.00007071537,0.0003960737,0.0000235158,0.0000895901,0.00006067702,0.0001046428],"category_scores_gemma":[0.0003926585,0.00006782577,0.00004571364,0.0001894763,0.0001010139,0.0002120659,0.00001152983,0.00006378772,0.0000516951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173714,"about_ca_system_score_gemma":0.0004929686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920279,"about_ca_topic_score_gemma":0.0002280054,"domain_scores_codex":[0.9992669,0.00003479662,0.0002018601,0.0001276702,0.0002259127,0.0001428983],"domain_scores_gemma":[0.9991814,0.000130471,0.0001549158,0.00009252658,0.0003559754,0.00008473959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005438756,0.0005710531,0.01361127,0.00005675261,0.00002919894,1.167142e-7,0.04229472,0.0001331565,0.0007650075,0.6492584,0.001694605,0.2915313],"study_design_scores_gemma":[0.0002610928,0.00008434036,0.04902122,0.000209073,0.00006487376,0.00000141441,0.02934748,0.00005987295,0.0009128714,0.4769193,0.442706,0.0004124805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5908692,0.001480185,0.0002284509,0.006190333,0.001881388,0.0003326955,0.000001117374,0.00004126418,0.3989753],"genre_scores_gemma":[0.996542,0.00008336022,0.0004429885,0.0003536585,0.001611068,0.00000680344,0.00001376597,0.000005369866,0.0009410316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410113,"threshold_uncertainty_score":0.4414608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329723224773685,"score_gpt":0.4084383027853243,"score_spread":0.3451410705375875,"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."}}