{"id":"W2735396356","doi":"","title":"ITS 2002 : Tagungsbericht","year":2003,"lang":"de","type":"article","venue":"Carl von Ossiezky University of Oldenburg","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Semantic Web; Adaptive hypermedia; Hypermedia; Cognition; World Wide Web; Narrative; Cognitive science; Psychology; Linguistics","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":[0.004530109,0.002395389,0.002247402,0.005287136,0.00152335,0.01190213,0.002965315,0.003524663,0.2676695],"category_scores_gemma":[0.006654187,0.0008775665,0.001571897,0.008527031,0.0005977271,0.005784756,0.003775383,0.004064071,0.2896146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004094347,"about_ca_system_score_gemma":0.004187624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604371,"about_ca_topic_score_gemma":0.01062657,"domain_scores_codex":[0.9969099,0.0003366987,0.0003215778,0.0004836259,0.001564115,0.0003841112],"domain_scores_gemma":[0.9926407,0.0007978795,0.0003209558,0.0008187692,0.004362124,0.001059677],"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":[0.0001286235,0.00008007146,0.0001329436,0.0003587524,0.00001681412,0.00004783315,0.00003887966,0.0004387449,0.0005132073,0.002213171,0.9137266,0.08230422],"study_design_scores_gemma":[0.00001350004,0.00002643895,0.0002885961,0.0001864083,0.000007612572,0.00002600523,0.00002513916,0.0002059214,0.0002880399,0.0005655905,0.9983572,0.000009478698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005203132,0.08003231,0.03541515,0.03602057,0.2118039,0.001371264,0.05809902,0.01201382,0.560041],"genre_scores_gemma":[0.008487668,0.03341289,0.00705963,0.006884463,0.01654269,0.0008225568,0.09592047,0.006348222,0.8245213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2676695,"threshold_uncertainty_score":0.8954437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142969163371557,"score_gpt":0.2036356208186552,"score_spread":0.1822059291849397,"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."}}