{"id":"W2624282664","doi":"10.5430/ijhe.v6n3p138","title":"Accelrated Reader Program: What do Teachers Really Think","year":2017,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Mathematics education; Psychology; Accountability; Reading comprehension; Comprehension; Literacy; Scale (ratio); Point (geometry); Pedagogy; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006722516,0.0001263292,0.0001477437,0.0002272918,0.0001481372,0.002216164,0.002563564,0.00007769565,0.0001140849],"category_scores_gemma":[0.0003029147,0.0001056627,0.0001090271,0.00007685692,0.00006828169,0.004205827,0.0001292247,0.0002675331,0.00002890266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498339,"about_ca_system_score_gemma":0.00125051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004604723,"about_ca_topic_score_gemma":0.000002374497,"domain_scores_codex":[0.9984125,0.00009928455,0.0004274688,0.0002035569,0.0007023014,0.0001548765],"domain_scores_gemma":[0.9966957,0.0001101834,0.0009773658,0.0005205167,0.001527908,0.0001683325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002110781,0.0005679734,0.003934767,0.000004225809,0.0001283529,0.00001369665,0.003710116,0.000007805969,0.0005522411,0.04000144,0.01685238,0.9342059],"study_design_scores_gemma":[0.0008540854,0.0002104097,0.3760571,0.0005264945,0.00004173625,0.0002714696,0.001200146,0.00008693787,0.00145758,0.05324273,0.5657229,0.0003283538],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5959823,0.006465151,0.009325576,0.2421186,0.1273449,0.0006777302,0.000003687392,0.0001682401,0.01791378],"genre_scores_gemma":[0.6392978,0.00102035,0.3473404,0.001889024,0.004222805,0.00003109979,0.00001029785,0.00002132329,0.006166857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9338775,"threshold_uncertainty_score":0.9988196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046860757478034,"score_gpt":0.4265050398179425,"score_spread":0.3760364322431621,"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."}}