{"id":"W1573543956","doi":"","title":"Using eBooks to Develop TPACK: Teacher Candidates Get ‘Handy’ for Class","year":2011,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Class (philosophy); Computer science; Mathematics education; Multimedia; Mathematics; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007753973,0.0002099621,0.000185734,0.0005089398,0.000703172,0.0001535737,0.0007588554,0.0005685377,0.0004345172],"category_scores_gemma":[0.001162103,0.000227418,0.0001538389,0.0005241003,0.0003793946,0.0008484263,0.00006745137,0.0002873385,0.00006794928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661882,"about_ca_system_score_gemma":0.00249626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004786249,"about_ca_topic_score_gemma":0.0003944059,"domain_scores_codex":[0.9984698,0.00003227646,0.0005649872,0.0002772064,0.0002706189,0.0003851387],"domain_scores_gemma":[0.9962695,0.00005245163,0.0003955353,0.0002638485,0.002904389,0.0001142994],"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":[0.00004216682,0.0001574038,0.005754936,0.00001925902,0.0001116994,1.533094e-8,0.05001352,0.00000146171,0.0003439569,0.8627359,0.02671255,0.05410715],"study_design_scores_gemma":[0.0006136535,0.0001055163,0.0007482212,0.00006800924,0.00006703209,0.000004330532,0.1550941,0.001320053,0.005131477,0.062477,0.7738799,0.0004906888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2395006,0.00005767554,0.5316426,0.03930089,0.005257746,0.004778212,0.0001947028,0.001516792,0.1777508],"genre_scores_gemma":[0.8788435,0.00001794469,0.1084498,0.001619208,0.000252279,0.001670317,0.0003118351,0.00002026572,0.008814817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8002589,"threshold_uncertainty_score":0.9273838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654203547463606,"score_gpt":0.3708901109233884,"score_spread":0.2943480754487523,"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."}}