{"id":"W7135115355","doi":"10.55016/82804","title":"Artificial Intelligence and Education in our Time","year":2025,"lang":"","type":"article","venue":"Journal of educational thought.","topic":"Artificial Intelligence in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002676063,0.0002397001,0.000325933,0.001104924,0.003837272,0.010724,0.0003999345,0.002696521,0.01223985],"category_scores_gemma":[0.004474024,0.0001409288,0.0001922192,0.001336235,0.0159424,0.009080476,0.002207699,0.004876475,0.001516296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820586,"about_ca_system_score_gemma":0.006061778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006974474,"about_ca_topic_score_gemma":0.01388743,"domain_scores_codex":[0.9981723,0.001082537,0.00005627997,0.0001393131,0.0002986937,0.0002508493],"domain_scores_gemma":[0.9964572,0.001622391,0.0002940838,0.0002625565,0.0004796592,0.0008841293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000202411,0.00005498618,0.001286811,0.0001022714,0.00001315114,0.0001212737,0.009888668,0.0001493454,0.0001506188,0.8797249,0.06033229,0.04815552],"study_design_scores_gemma":[0.00000872008,0.00001940577,0.001374444,0.000417579,0.000005302622,0.00009655199,0.009331477,0.00009912136,0.00007623097,0.3210733,0.6674811,0.00001670309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01320989,0.1206757,0.002810189,0.4594696,0.004870893,0.00001377469,0.00005358296,0.00005945257,0.398837],"genre_scores_gemma":[0.7358034,0.06916054,0.003761748,0.06713708,0.004691066,0.00004381088,0.00006265793,0.00007344208,0.1192661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01223985,"threshold_uncertainty_score":0.04094636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729667241594993,"score_gpt":0.3767454052556666,"score_spread":0.3394487328397167,"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."}}