{"id":"W4389975205","doi":"10.29173/iasl8756","title":"Creating a Reading Culture: Children’s Book Year in Kazakhstan Through the Prism of the Nazarbayev Intellectual Schools","year":2023,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Prism; Sociology; Media studies; Political science; Library science; Psychology; Law; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260216,0.0002186322,0.0003095604,0.0006146184,0.01680654,0.005929813,0.001031681,0.0008391044,0.00353574],"category_scores_gemma":[0.002042965,0.0002886733,0.0002301113,0.0009836189,0.003338179,0.002271651,0.005423734,0.00236581,0.0003321321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007564458,"about_ca_system_score_gemma":0.01175752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06566978,"about_ca_topic_score_gemma":0.213556,"domain_scores_codex":[0.9983702,0.0007219902,0.00004354224,0.00009351266,0.0001472177,0.0006235518],"domain_scores_gemma":[0.9981451,0.0002420396,0.0002268934,0.00008357058,0.0002313003,0.001071077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001683428,0.0003413839,0.09257004,0.0001966706,0.00002143519,0.002278579,0.7852326,0.0001085202,0.001825234,0.01936258,0.01807534,0.07981931],"study_design_scores_gemma":[0.00001395633,0.0001456033,0.1673913,0.00015314,0.00001798009,0.0003830016,0.7280656,0.00006487119,0.0009312956,0.001585806,0.1012049,0.00004261592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715105,0.0008132188,0.0001882232,0.006350358,0.0001296694,0.00002180602,0.00008234193,0.00003918995,0.02086472],"genre_scores_gemma":[0.9964268,0.0001991336,0.000272488,0.0003318227,0.0000108922,0.00001537205,0.0000310028,0.000009491701,0.002702988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06566978,"threshold_uncertainty_score":0.1305751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861230722577785,"score_gpt":0.3335782848764458,"score_spread":0.2949659776506679,"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."}}