{"id":"W2630484000","doi":"10.55016/ojs/ajer.v62i4.55489","title":"Stratosphere: Integrating Technology, Pedagogy, and Change Knowledge (2013) by Michael Fullan","year":2017,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002242853,0.00006544068,0.0001195189,0.0001726817,0.001957538,0.0003711079,0.0004792238,0.00008564648,0.002475641],"category_scores_gemma":[0.005395484,0.00005622976,0.00002999406,0.0001536093,0.0006075125,0.0009866141,0.00007753579,0.0002805113,0.00008810284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175303,"about_ca_system_score_gemma":0.0009450878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01742076,"about_ca_topic_score_gemma":0.04552661,"domain_scores_codex":[0.9987233,0.0001788221,0.0003429089,0.000087575,0.0003887904,0.0002785947],"domain_scores_gemma":[0.9963943,0.00185257,0.0003896192,0.000153605,0.001068013,0.0001419331],"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":[0.00003463129,0.0001117089,0.08671653,0.00004342047,0.00005643869,2.104309e-7,0.07066746,6.266182e-8,0.0004244216,0.689781,0.1235873,0.02857686],"study_design_scores_gemma":[0.0004538226,0.0001917918,0.01225243,0.0001433962,0.00001014758,0.0000288757,0.1276855,0.00001558053,0.0001596192,0.007906719,0.8510162,0.0001359451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7194101,0.002094805,0.00001137782,0.1263818,0.0006644853,0.0003254662,0.000009610792,0.000001257649,0.1511011],"genre_scores_gemma":[0.9836007,0.0005127615,0.0001657961,0.00003956454,0.0006250404,0.00002147766,0.000005523322,0.000006027103,0.01502311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7274289,"threshold_uncertainty_score":0.9993418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310553202690625,"score_gpt":0.510618059759379,"score_spread":0.3795627394903165,"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."}}