{"id":"W1531154584","doi":"10.21432/t2c326","title":"Can Educational Technologists Help Change Public School Education?","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Public education; Pedagogy; Psychology; Sociology; Political science; Public administration","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":[0.006214348,0.0004430218,0.0004297278,0.001533429,0.005454686,0.009755958,0.001618998,0.01073705,0.04286424],"category_scores_gemma":[0.02988231,0.0003352293,0.0007626601,0.001297631,0.005230003,0.01163372,0.003533068,0.006432081,0.005271746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005145144,"about_ca_system_score_gemma":0.02046441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03071194,"about_ca_topic_score_gemma":0.09332643,"domain_scores_codex":[0.9949756,0.002205688,0.0001290811,0.000350728,0.001029676,0.001309356],"domain_scores_gemma":[0.9837347,0.006547135,0.0008981785,0.0006183269,0.002436615,0.005764964],"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":[0.0002539707,0.006736265,0.03298112,0.0008414608,0.0001255037,0.001319262,0.01581374,0.0002615171,0.0006390362,0.06240476,0.377923,0.5007004],"study_design_scores_gemma":[0.0005627193,0.0004897978,0.04320713,0.002254529,0.0002891335,0.0008549374,0.1117067,0.0004224446,0.001136519,0.07619945,0.7627347,0.0001419132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02508716,0.003298159,0.0006274043,0.8991882,0.005989772,0.00003660013,0.0000689267,0.00009489278,0.06560899],"genre_scores_gemma":[0.6847588,0.01415357,0.003802663,0.2204002,0.005469754,0.0001933422,0.0001709579,0.00009214585,0.07095849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04286424,"threshold_uncertainty_score":0.1433951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970547832813617,"score_gpt":0.3096655985536616,"score_spread":0.2899601202255254,"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."}}