{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004588778,0.00008518053,0.0001503035,0.001311527,0.0007192324,0.0001012865,0.0002717451,0.0002566085,0.0002321971],"category_scores_gemma":[0.002330393,0.00008625,0.00003105143,0.0008386403,0.0003539689,0.0001835206,0.000008457525,0.000842849,0.00001207602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030668,"about_ca_system_score_gemma":0.008812955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455459,"about_ca_topic_score_gemma":0.02565272,"domain_scores_codex":[0.999091,0.00008136289,0.0001983574,0.0001261955,0.0001272281,0.0003758016],"domain_scores_gemma":[0.9988126,0.00003716069,0.000206469,0.00007920423,0.0003874053,0.0004772131],"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":[9.954482e-7,0.00002391582,0.3287792,0.000002512359,0.00001062557,0.00001401459,0.000470069,5.582423e-7,0.00003255171,0.1105819,0.001412417,0.5586713],"study_design_scores_gemma":[0.000127713,0.000204749,0.00639021,0.00005972856,0.00001160286,0.0001451116,0.02065762,0.000002137397,0.000014778,0.02491622,0.94734,0.0001301783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4575368,0.004101978,0.000009584624,0.5308885,0.0003297183,0.00008654605,0.000001073454,0.00005866717,0.006987092],"genre_scores_gemma":[0.9956079,0.000290021,0.001245723,0.0001849166,0.0006003997,0.000003810575,0.000002505645,0.000006427001,0.002058326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9459275,"threshold_uncertainty_score":0.9968061,"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."}}