{"id":"W2619921146","doi":"10.1007/3-540-45108-0","title":"Intelligent Tutoring Systems","year":2000,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Université de Montréal; Université du Québec à Montréal","keywords":"Computer science; Intelligent decision support system; Intelligent tutoring system; Multimedia; Artificial intelligence; Library science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002797735,0.0005747697,0.0005054262,0.0005027679,0.0003894685,0.001450638,0.0008499824,0.0009221644,0.050995],"category_scores_gemma":[0.001174096,0.0002271733,0.00022223,0.0004835053,0.0002156354,0.001440241,0.001038435,0.0006025557,0.03083309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712066,"about_ca_system_score_gemma":0.0003150249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000410407,"about_ca_topic_score_gemma":0.0005662224,"domain_scores_codex":[0.9997625,0.000035452,0.00001495719,0.00005743167,0.0001095656,0.00002019776],"domain_scores_gemma":[0.9997644,0.00005691586,0.000009315908,0.0000582166,0.00008912343,0.0000220527],"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":[0.00007967661,0.0001091571,0.0002372347,0.0001513155,0.00001714481,0.00005958103,0.00009083679,0.002703997,0.008112685,0.01658457,0.1007175,0.8711364],"study_design_scores_gemma":[0.00005850983,0.0002169927,0.00135882,0.0001300197,0.0000585866,0.0004988821,0.00009774678,0.04105882,0.0246468,0.03616654,0.8956758,0.00003252335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01344629,0.01101296,0.4251589,0.001612371,0.002167472,0.0003366817,0.001432084,0.02739308,0.5174401],"genre_scores_gemma":[0.1479147,0.005819297,0.1460886,0.0007787513,0.0007562342,0.0002938129,0.004080578,0.0008046644,0.6934634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.050995,"threshold_uncertainty_score":0.1705952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025969900148911,"score_gpt":0.2473622804375922,"score_spread":0.2271025814361031,"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."}}