{"id":"W1489067982","doi":"","title":"The History of Edutainment, and Why It Matters","year":2012,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"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":[0.0007960686,0.00008921199,0.00009729955,0.0001116135,0.0004090007,0.00003772567,0.0003610432,0.0001250035,0.000206798],"category_scores_gemma":[0.000568164,0.00008187248,0.00009168605,0.0001797661,0.0008217045,0.00085237,0.0000568638,0.0001536031,0.00002179574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301697,"about_ca_system_score_gemma":0.0008672533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002041118,"about_ca_topic_score_gemma":0.00002913566,"domain_scores_codex":[0.9990218,0.0000301682,0.0003597064,0.00008635924,0.0002781116,0.0002238855],"domain_scores_gemma":[0.9985688,0.0001560241,0.0003621684,0.0001494795,0.0006960336,0.00006744407],"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":[0.000004182128,0.0000652602,0.003418992,0.000009260409,0.00004001136,6.407064e-10,0.04226348,1.333092e-7,0.00002221114,0.3486218,0.5827364,0.02281826],"study_design_scores_gemma":[0.00009541967,0.000007718166,0.0005452374,0.000009506944,0.0000140117,4.727036e-7,0.09230244,0.00001662696,0.00001848876,0.002529131,0.9043861,0.00007483182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01054932,0.003885733,0.02141769,0.7294736,0.0208728,0.001687068,0.00003390259,0.0003427224,0.2117372],"genre_scores_gemma":[0.9428357,0.001255151,0.006304104,0.01045506,0.0004402084,0.0008479977,0.00005876134,0.00001228177,0.03779067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9322864,"threshold_uncertainty_score":0.3403893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868428894270098,"score_gpt":0.3308395327240529,"score_spread":0.3021552437813519,"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."}}