{"id":"W4211259243","doi":"10.1007/978-981-13-6880-6_33","title":"Technology Teacher Educators","year":2020,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Teacher education; Pedagogy; Scope (computer science); Teacher preparation; Mathematics education; Technology integration; Educational technology; Psychology; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115582,0.0006857096,0.0004223184,0.001425046,0.002040775,0.004684394,0.0005504498,0.001657118,0.2574863],"category_scores_gemma":[0.001038198,0.0004804335,0.0002532805,0.001377769,0.0005909751,0.003685107,0.002484659,0.002268509,0.1825987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165972,"about_ca_system_score_gemma":0.001975754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355939,"about_ca_topic_score_gemma":0.01100142,"domain_scores_codex":[0.9996917,0.00003639722,0.0000121962,0.00005762412,0.0001442978,0.00005776354],"domain_scores_gemma":[0.9995996,0.00005362945,0.00001892883,0.00005610133,0.0001367586,0.0001348806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001020085,0.00005199213,0.0002605938,0.000128039,0.000001237537,0.00007633381,0.0006968401,0.00004832026,0.0004354686,0.02260876,0.7118251,0.2638571],"study_design_scores_gemma":[7.090279e-7,0.00000338087,0.0001504957,0.00005013626,4.50983e-7,0.00003851475,0.0001650292,0.00001408195,0.00004686987,0.0009165716,0.9986129,0.00000100648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007809181,0.009512242,0.001290588,0.004121217,0.002478877,0.00003692004,0.000137218,0.0004126152,0.9812294],"genre_scores_gemma":[0.000965021,0.001554687,0.000192639,0.0003368347,0.00008142376,0.000008581027,0.00005205627,0.00003783142,0.996771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2574863,"threshold_uncertainty_score":0.8613774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08435098537100098,"score_gpt":0.3746011708970007,"score_spread":0.2902501855259997,"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."}}