{"id":"W2463434434","doi":"10.1017/cbo9780511777486.010","title":"Education","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004584363,0.0006239399,0.0002627343,0.0007388153,0.001827853,0.003368087,0.0005603111,0.001902506,0.3876441],"category_scores_gemma":[0.001353404,0.0002830305,0.0002947851,0.00067726,0.0007833089,0.003555236,0.003163282,0.002278983,0.2097582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816915,"about_ca_system_score_gemma":0.002590261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707293,"about_ca_topic_score_gemma":0.01866391,"domain_scores_codex":[0.9995944,0.00005916737,0.00001272344,0.00006705201,0.0001637255,0.000102871],"domain_scores_gemma":[0.999558,0.00004831163,0.00001987554,0.00004883895,0.0001382581,0.0001867374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007283742,0.00003479992,0.0001431637,0.00006094904,0.000001452707,0.00004067596,0.0004287094,0.00003469497,0.0001342145,0.04515904,0.8104703,0.1434847],"study_design_scores_gemma":[8.129905e-7,0.000002425036,0.0001236912,0.00005112706,3.775576e-7,0.00003054489,0.00009721125,0.000007062452,0.00002446842,0.001640348,0.9980208,0.000001135444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003428792,0.002601559,0.0009103596,0.009258587,0.0009898555,0.00002696663,0.000248445,0.0002982787,0.9853231],"genre_scores_gemma":[0.0025045,0.001091717,0.0003632075,0.002279864,0.00009315476,0.00001516492,0.000106833,0.000051248,0.9934942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3876441,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408058517956123,"score_gpt":0.1879195271376804,"score_spread":0.1738389419581191,"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."}}