{"id":"W2090892538","doi":"10.1108/09578230310477013","title":"New technologies and educative leadership","year":2003,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rubric; Variety (cybernetics); Theme (computing); Set (abstract data type); Educational leadership; Sociology; Engineering ethics; Emerging technologies; Transactional leadership; Information technology; Pedagogy; Knowledge management; Political science; Management science; Public relations; Computer science; Engineering; World Wide Web","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":[0.0004410903,0.00004596431,0.0000701198,0.00009148638,0.000164436,0.00006129477,0.00007116879,0.00005488988,0.0003335258],"category_scores_gemma":[0.001930738,0.0000418721,0.00002730541,0.0001537664,0.00008457662,0.000307756,0.000002411819,0.0001488621,0.000006355141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311874,"about_ca_system_score_gemma":0.00507369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001147468,"about_ca_topic_score_gemma":0.0001186102,"domain_scores_codex":[0.9993765,0.00008842746,0.0001799257,0.00006170797,0.0001957866,0.00009762633],"domain_scores_gemma":[0.9992445,0.0002578159,0.0002203842,0.00003485583,0.0001686659,0.00007380119],"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":[0.00002233424,0.0001841316,0.01986527,0.00001042271,0.00002812406,0.000001358291,0.004716211,0.00000294388,0.0002228044,0.8826151,0.01632031,0.07601098],"study_design_scores_gemma":[0.0003093445,0.0003902755,0.01640395,0.0000719177,0.00004055227,0.000114792,0.2224137,8.42964e-7,0.001717075,0.1398868,0.6184705,0.0001801639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5502856,0.00308407,0.0007155659,0.3878184,0.001435647,0.0001710803,0.000001249468,0.00002635682,0.05646202],"genre_scores_gemma":[0.9718535,0.0001008206,0.02207886,0.00005724671,0.0004573458,9.035471e-7,0.000001105591,0.000002831781,0.005447399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7427283,"threshold_uncertainty_score":0.9000508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538027864511746,"score_gpt":0.3779335811430516,"score_spread":0.3125533024979342,"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."}}