{"id":"W2978315395","doi":"10.1057/978-1-137-48691-2","title":"The Precarious Future of Education","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan US eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Globalization; Face (sociological concept); Political science; Sociology; Social science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041619,0.0004201893,0.0003705552,0.0008750945,0.004513157,0.00856186,0.0006335561,0.001654604,0.009683002],"category_scores_gemma":[0.002130058,0.0002033358,0.0003035172,0.0007609918,0.0144421,0.008406837,0.004822437,0.004387293,0.001633391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004580843,"about_ca_system_score_gemma":0.005587119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168589,"about_ca_topic_score_gemma":0.007248336,"domain_scores_codex":[0.99878,0.0004162956,0.00002895924,0.000124015,0.000382813,0.0002679918],"domain_scores_gemma":[0.999442,0.0002493369,0.0000347911,0.00006675468,0.00009071704,0.000116342],"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":[0.000002108095,0.000003631126,0.00006433484,0.00002716476,0.000001109785,0.00002409866,0.001851493,0.00006387151,0.00003055061,0.9769682,0.009799995,0.01116341],"study_design_scores_gemma":[0.000001633722,0.000004093467,0.0001522904,0.0002383164,0.000001103598,0.00005355188,0.001772523,0.0000644328,0.00003683805,0.4790941,0.5185772,0.000003884479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004458204,0.04113978,0.00287247,0.06011463,0.001576687,0.00001552971,0.0000354271,0.00005330129,0.889734],"genre_scores_gemma":[0.5644833,0.07256324,0.00511938,0.0200645,0.003166461,0.0001201057,0.0001206257,0.0001449827,0.3342174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009683002,"threshold_uncertainty_score":0.0332365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026713778885169,"score_gpt":0.2754236259189476,"score_spread":0.265156488130096,"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."}}