{"id":"W2148712408","doi":"10.1109/iri.2003.1251428","title":"Using a framework in the development of an intelligent tutoring system","year":2004,"lang":"en","type":"article","venue":"","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Reusability; Computer science; Extensibility; Flexibility (engineering); Software engineering; Process (computing); Development (topology); Human–computer interaction; Systems engineering; Programming language; Engineering; Software","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":[0.004446613,0.0008893633,0.0005563972,0.00109177,0.001323518,0.003045814,0.001733485,0.002250075,0.00128956],"category_scores_gemma":[0.003299018,0.0006268277,0.001376898,0.0005713732,0.002890796,0.003381906,0.00233709,0.001798986,0.0006805096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343728,"about_ca_system_score_gemma":0.003220703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314884,"about_ca_topic_score_gemma":0.003551129,"domain_scores_codex":[0.9968856,0.001580557,0.0002140784,0.0003950404,0.0006539848,0.000270826],"domain_scores_gemma":[0.9987164,0.0005841404,0.0001033155,0.0001741139,0.0002310512,0.0001909823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001762293,0.000327927,0.003384541,0.001294684,0.0001615555,0.001409805,0.007597403,0.05644656,0.0371707,0.6366208,0.003184648,0.2522251],"study_design_scores_gemma":[0.0002442697,0.001492468,0.00227073,0.002143392,0.0004713867,0.003049194,0.00243739,0.2055999,0.04410082,0.2953667,0.4425231,0.0003004869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007931757,0.0006473455,0.9839521,0.0004921888,0.000050042,0.0001595802,0.00001792205,0.0006685349,0.006080498],"genre_scores_gemma":[0.07840488,0.0005928537,0.9187611,0.0001955253,0.00002604964,0.0002417959,0.00005981023,0.0000824688,0.001635472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004446613,"threshold_uncertainty_score":0.02351618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07649995474672078,"score_gpt":0.3117230666257804,"score_spread":0.2352231118790596,"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."}}