{"id":"W2127600661","doi":"10.5539/ies.v2n3p93","title":"Information Technology Tools Analysis in Quantitative Courses of IT-Management (Case Study: M.Sc. - Tehran University)","year":2009,"lang":"en","type":"article","venue":"International Education Studies","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Computer science; Content analysis; Asynchronous communication; Preference; Multimedia; Virtual campus; Mathematics education; Psychology; World Wide Web; Mathematics; Statistics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004433241,0.0003397023,0.0002726694,0.003017879,0.001540595,0.002174405,0.0007646522,0.0006176393,0.005399172],"category_scores_gemma":[0.007523271,0.0001830153,0.0003440331,0.003105189,0.001020608,0.001158644,0.001188259,0.0006468087,0.0009185746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625131,"about_ca_system_score_gemma":0.00206339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696153,"about_ca_topic_score_gemma":0.002299565,"domain_scores_codex":[0.9961537,0.001882348,0.0002134344,0.0002799457,0.001037614,0.0004329578],"domain_scores_gemma":[0.9940282,0.003487312,0.0004579577,0.0003971621,0.00108245,0.0005468479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005970978,0.004995811,0.1975582,0.001736014,0.00004565561,0.009095923,0.08993094,0.007903813,0.02359656,0.02723265,0.009413823,0.6278936],"study_design_scores_gemma":[0.000175576,0.005667141,0.4256897,0.001086533,0.0001177391,0.007485321,0.2536241,0.03098391,0.06668965,0.01421907,0.1940434,0.0002178474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614351,0.0002514971,0.01714046,0.0005656476,0.00003414326,0.0005120672,0.0001934156,0.0001755462,0.01969202],"genre_scores_gemma":[0.9804077,0.0001231111,0.01478522,0.00005794624,0.00001447323,0.0002430494,0.0001207669,0.00002541823,0.004222431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005399172,"threshold_uncertainty_score":0.02344555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05921112832030066,"score_gpt":0.4414806694285454,"score_spread":0.3822695411082447,"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."}}