{"id":"W102450998","doi":"10.55016/ojs/ajer.v52i4.55169","title":"Leadership for Technology Integration: Computing the Reality","year":2006,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology integration; Psychology; Computer science; Educational technology; Knowledge management; Mathematics education","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":[0.004788159,0.0002615793,0.0002151627,0.0006413981,0.007213393,0.01373392,0.0006379933,0.003340175,0.007300165],"category_scores_gemma":[0.006161308,0.0001772254,0.0002077519,0.0007888205,0.01068911,0.009263159,0.004786991,0.007850985,0.001314953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422021,"about_ca_system_score_gemma":0.009684281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006362039,"about_ca_topic_score_gemma":0.01392851,"domain_scores_codex":[0.9932434,0.00330721,0.0001256292,0.0003939732,0.001575233,0.001354486],"domain_scores_gemma":[0.9909962,0.002236235,0.00055622,0.0004793897,0.001629564,0.004102371],"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":[0.00004391444,0.0001832839,0.01017385,0.0003675519,0.00003079858,0.000551866,0.03346862,0.0002554785,0.001213492,0.393849,0.3611851,0.1986771],"study_design_scores_gemma":[0.00001515758,0.00009712139,0.005913882,0.0006909361,0.00001158064,0.0004334868,0.04789219,0.0002564441,0.0002634254,0.05857149,0.8858181,0.00003616323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01895846,0.0172606,0.00210568,0.8908969,0.002092523,0.00001251246,0.00002510389,0.00008566387,0.06856252],"genre_scores_gemma":[0.7915564,0.02559561,0.004182635,0.1411204,0.00348017,0.00007501368,0.00005947873,0.0001010909,0.03382923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01373392,"threshold_uncertainty_score":0.03061998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859508889317726,"score_gpt":0.3743632046756796,"score_spread":0.188412315743907,"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."}}