{"id":"W2397005702","doi":"","title":"Intelligent Tutoring Systems (Guest Editorial).","year":2010,"lang":"en","type":"article","venue":"Educational Technology & Society","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Human–computer interaction; Multimedia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640934,0.0001813147,0.0001785012,0.0001077062,0.0003758279,0.0001483086,0.001071157,0.000366729,0.00002220578],"category_scores_gemma":[0.0002051809,0.0001768034,0.0001369651,0.0005331034,0.00009826131,0.0002854386,0.0002424903,0.0009637934,0.0002982048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445516,"about_ca_system_score_gemma":0.0002649509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006353537,"about_ca_topic_score_gemma":0.000003192755,"domain_scores_codex":[0.9984121,0.00002533303,0.0003416852,0.0004797304,0.000370846,0.0003703588],"domain_scores_gemma":[0.9985857,0.0001242622,0.0001801759,0.0006301638,0.0003970643,0.0000826113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.899683e-7,0.00006964756,0.0045153,0.00001601196,0.0000383035,5.379932e-7,0.0009514366,0.00003650236,0.007499724,0.9136759,0.07285378,0.0003424724],"study_design_scores_gemma":[0.00006082687,0.00002678598,0.0006074139,0.00003217506,0.000004611821,0.0000358577,0.0007123099,0.0004754043,0.002739124,0.005746657,0.9893228,0.0002359834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.08248872,0.0009127438,0.09465645,0.01322404,0.8040344,0.0005095562,0.000003952056,0.001442953,0.002727158],"genre_scores_gemma":[0.8472617,0.00005111997,0.01692862,0.00005935647,0.1193618,0.0001956532,0.000007666357,0.00003033613,0.01610375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9164691,"threshold_uncertainty_score":0.7209833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188970782268452,"score_gpt":0.2659375490881329,"score_spread":0.2540478412654484,"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."}}