{"id":"W2246388868","doi":"10.1017/cbo9780511558696.026","title":"Education","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Notice; Political science; Psychology; 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":[0.0001607689,0.0001374666,0.0001299708,0.0001330706,0.0004252075,0.00003369994,0.0003422279,0.0001986787,0.0000840655],"category_scores_gemma":[0.00002438898,0.000185272,0.00009587412,0.000007422259,0.0003148157,0.0000903795,0.0000503899,0.0002175325,0.00007949995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349634,"about_ca_system_score_gemma":0.00148607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253819,"about_ca_topic_score_gemma":0.00002226995,"domain_scores_codex":[0.9992338,0.00004652766,0.00009944557,0.000246164,0.0002157504,0.0001583421],"domain_scores_gemma":[0.9991453,0.00005454521,0.0001491759,0.0002154688,0.0002617931,0.0001736595],"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":[0.00000564354,0.00001045189,0.000002589211,0.000009872198,0.00002070686,0.000002534474,0.00161898,2.305262e-8,7.152803e-7,0.9384615,0.05381024,0.006056739],"study_design_scores_gemma":[0.00006340148,0.000006786514,0.00002957981,0.00007078617,0.00004892639,9.389288e-7,0.001378755,2.254718e-7,0.000006124587,0.0002354207,0.9979615,0.0001975903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000243617,0.00008553793,0.00005537421,0.0001058825,0.0007406007,0.0002213278,0.00002320798,0.0001038666,0.9986398],"genre_scores_gemma":[0.002075909,0.0001695611,0.0001375354,0.0001812191,0.0004689663,8.761047e-7,0.00004158771,0.00001898922,0.9969053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9441512,"threshold_uncertainty_score":0.7555173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08998802125765182,"score_gpt":0.2849849258796018,"score_spread":0.19499690462195,"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."}}