{"id":"W2903426813","doi":"10.22492/ije.6.3.04","title":"Artificial Intelligence and the Student Experience: An Institutional Perspective","year":2018,"lang":"en","type":"article","venue":"IAFOR Journal of Education","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Perspective (graphical); Political science; Sociology; Psychology; Mathematics education; Engineering ethics; Computer science; Artificial intelligence; Engineering","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":[0.00494249,0.0002030746,0.0003784764,0.001437464,0.00539783,0.02009748,0.001476859,0.001957292,0.007405278],"category_scores_gemma":[0.00728787,0.0001658242,0.000247231,0.001846223,0.01034099,0.007350361,0.01185975,0.003523044,0.0009437676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377925,"about_ca_system_score_gemma":0.002954857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758611,"about_ca_topic_score_gemma":0.001784937,"domain_scores_codex":[0.9902676,0.006639106,0.000263803,0.0003963308,0.001087365,0.001345856],"domain_scores_gemma":[0.991251,0.00259045,0.001339107,0.0004975434,0.001017973,0.003303971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001630766,0.001479411,0.07353257,0.0003104387,0.00006012076,0.002051988,0.323172,0.0008966048,0.001590516,0.4429288,0.01384884,0.1399657],"study_design_scores_gemma":[0.00001403273,0.0006340767,0.03100387,0.0004722402,0.00002535869,0.00116522,0.6803011,0.001017769,0.00120951,0.03861516,0.2454329,0.0001087744],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658436,0.005277,0.006536434,0.0653048,0.0004915867,0.00004594808,0.0001527771,0.0001491283,0.2636063],"genre_scores_gemma":[0.9916096,0.0009840095,0.0003107292,0.0009370815,0.00007323526,0.0000131334,0.00001843087,0.00001626718,0.006037454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009748,"threshold_uncertainty_score":0.02613872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802181941934249,"score_gpt":0.3694694403930134,"score_spread":0.321447620973671,"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."}}