{"id":"W2383411483","doi":"","title":"The Research of Intelligent Tutoring System Based on Artificial Intelligence Technology","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Visualization; Artificial intelligence; Marketing and artificial intelligence; Artificial intelligence, situated approach; Grid computing; Cognition; Human–computer interaction; Grid; Data science; Intelligent decision support system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006939437,0.00009924049,0.0001075162,0.0003817502,0.0005321077,0.00008237954,0.00184449,0.00009366237,0.000001017184],"category_scores_gemma":[0.000004147968,0.00007850482,0.0000451842,0.001499044,0.0001855427,0.00005198783,0.000163701,0.0003390719,0.0000765113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302368,"about_ca_system_score_gemma":0.0001436045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002385947,"about_ca_topic_score_gemma":0.000001035296,"domain_scores_codex":[0.998703,0.00006070504,0.0003424957,0.0003661838,0.0002499051,0.0002777191],"domain_scores_gemma":[0.9983404,0.0003716947,0.00009333171,0.0008706049,0.000285456,0.00003847972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001182749,0.0001114713,0.00001375152,0.000004103637,0.000002908995,3.16576e-7,0.00003093153,0.0003267573,0.001135154,0.6276435,0.0001039863,0.370626],"study_design_scores_gemma":[0.00006285035,0.0003915106,0.0007057445,0.000145547,0.000006358572,0.00002085881,0.0006025388,0.1051063,0.3372623,0.3866041,0.1687999,0.0002919384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007961027,0.0001056098,0.9817147,0.01570758,0.00004946181,0.0005023057,0.000001128466,0.0002190674,0.0009040331],"genre_scores_gemma":[0.7920627,0.000007836885,0.2074526,0.00007956741,0.00007103759,0.0002896756,0.000001529238,0.000003837729,0.00003121502],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7912666,"threshold_uncertainty_score":0.4092596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06223460287466005,"score_gpt":0.3776193687350147,"score_spread":0.3153847658603547,"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."}}