{"id":"W4417256058","doi":"10.1108/qrde-09-2001-0015","title":"Biographical Details","year":2001,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; The Internet; Turkish; Gateway (web page); Tracking (education); Distance education; Information technology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003677371,0.00009945814,0.0001818397,0.0001119802,0.00005646563,0.00004869711,0.0004270879,0.00002789476,0.00009240981],"category_scores_gemma":[0.00001472208,0.00008635482,0.00008457142,0.0009542085,0.00002388009,0.0005908539,0.000007912256,0.00005051933,0.0001513487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671558,"about_ca_system_score_gemma":0.0003612456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006282714,"about_ca_topic_score_gemma":0.00000258314,"domain_scores_codex":[0.9987727,0.0000626495,0.0005803847,0.0001681711,0.0002805454,0.0001354925],"domain_scores_gemma":[0.9987839,0.00001720243,0.0003145859,0.0004659706,0.0003379832,0.00008039951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001094181,0.0002492603,0.003278645,0.00194217,0.00001072317,2.102744e-7,0.001967484,5.15752e-8,0.0000156223,0.2631961,0.02588768,0.703451],"study_design_scores_gemma":[0.0001238082,0.00008929711,0.0147573,0.004514036,0.00001028871,0.00004455102,0.0009419372,0.00007572867,0.00003007254,0.001720127,0.9774263,0.0002665725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01067891,0.07049593,0.8549531,0.01060938,0.004414909,0.001341838,0.000003352537,0.0002248017,0.04727785],"genre_scores_gemma":[0.959379,0.01367308,0.02070273,0.004502537,0.000175157,0.0003827957,0.00005966943,0.00001040432,0.001114589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9515386,"threshold_uncertainty_score":0.3521447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008814659758318865,"score_gpt":0.271570875342136,"score_spread":0.2627562155838172,"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."}}