{"id":"W7014046762","doi":"","title":"Casey Kennington","year":2024,"lang":"en","type":"article","venue":"Scholar Works  (Boise State University)","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Computational linguistics; Applied linguistics; Natural language; Language acquisition; Language education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005213033,0.0003977648,0.0004035621,0.000860266,0.007098579,0.003988431,0.0009140291,0.001618302,0.07612164],"category_scores_gemma":[0.003996501,0.0002598235,0.0001551255,0.0005543914,0.001580345,0.003132151,0.002046594,0.003958251,0.01532842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004229376,"about_ca_system_score_gemma":0.005019118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07862243,"about_ca_topic_score_gemma":0.1373205,"domain_scores_codex":[0.9990094,0.0001099607,0.00002524318,0.0002934683,0.0003857083,0.0001762204],"domain_scores_gemma":[0.9982303,0.0001734479,0.00008336986,0.00005775539,0.0008143662,0.0006406454],"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":[0.00002083749,0.00001982322,0.0008463045,0.00003992605,0.000003475476,0.0007819972,0.001231705,0.0000315892,0.0003088984,0.01514583,0.9405556,0.04101406],"study_design_scores_gemma":[0.000003214011,0.000009974606,0.00061429,0.00007326346,0.000002639979,0.0007566485,0.001613099,0.00004532545,0.0002521516,0.00100013,0.9956195,0.000009685031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01673684,0.03174651,0.002368404,0.3237863,0.02769929,0.00008868391,0.0005675253,0.000438784,0.5965677],"genre_scores_gemma":[0.07358613,0.01270479,0.001274287,0.03492036,0.001697636,0.0000609648,0.0002223656,0.0002175765,0.875316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07862243,"threshold_uncertainty_score":0.2546523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105980437096564,"score_gpt":0.205250105742203,"score_spread":0.1946520620325466,"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."}}