{"id":"W4403305111","doi":"10.1017/9781009302180.050","title":"Index","year":2024,"lang":"en","type":"paratext","venue":"Cambridge University Press eBooks","topic":"Artificial Intelligence in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Index (typography); Computer science; World Wide Web","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001064737,0.0002783979,0.0002432656,0.0003015225,0.0001624407,0.0003173796,0.002055435,0.0003324766,0.00001367405],"category_scores_gemma":[0.00001189238,0.0003280103,0.0001531668,0.00009232349,0.0001288353,0.0002520668,0.000961261,0.0005993511,0.004953498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192912,"about_ca_system_score_gemma":0.0004452194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006276266,"about_ca_topic_score_gemma":0.000002340863,"domain_scores_codex":[0.9983718,0.000091689,0.0001808275,0.0007290226,0.0002858541,0.0003407755],"domain_scores_gemma":[0.9985507,0.00007211247,0.0001265948,0.0009356503,0.0001663536,0.0001485545],"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":[0.000003866875,0.00001196903,3.749295e-7,0.00006051594,0.00003375064,0.00005045195,0.0001670174,0.00003379851,0.00002751512,0.2543252,0.741595,0.003690556],"study_design_scores_gemma":[0.0000293733,0.00001942328,0.000003088714,0.0001086698,0.00002796672,0.000009646101,0.0000704402,0.004807562,0.002859029,0.00000938307,0.9917186,0.0003368552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001103279,0.0003006752,0.1770223,0.00009173364,0.006977079,0.0002244073,0.00004985693,0.0001939852,0.8150297],"genre_scores_gemma":[0.005795734,0.00007749539,0.0005328922,0.00009470864,0.0004454032,0.000001971021,0.00002788934,0.00002475577,0.9929991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2543159,"threshold_uncertainty_score":0.9999172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397923196136562,"score_gpt":0.2620732055119377,"score_spread":0.2280939735505721,"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."}}