{"id":"W1998544201","doi":"10.1016/j.tate.2011.12.001","title":"Situating ICT in the teacher education program: Overcoming challenges, fulfilling expectations","year":2011,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Information and Communications Technology; Exploratory research; Focus group; Psychology; Teacher education; Higher education; Medical education; Pedagogy; Mathematics education; Perception; Tertiary level; Sociology; Political science; Medicine; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002280933,0.0001512449,0.0001219752,0.0002688853,0.001031681,0.0001233618,0.0002626238,0.0001817308,0.0000999626],"category_scores_gemma":[0.0008866236,0.0001308592,0.00004202611,0.0002476513,0.0001444771,0.000446211,0.00001657396,0.0008032997,0.00001811009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904335,"about_ca_system_score_gemma":0.0005919821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008353601,"about_ca_topic_score_gemma":0.003136181,"domain_scores_codex":[0.9979571,0.0009434641,0.0002924616,0.0003152922,0.0002181142,0.0002736425],"domain_scores_gemma":[0.9992621,0.0001569131,0.000168483,0.0002658957,0.00007797252,0.00006864475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002254332,0.001116397,0.01159066,0.000007075677,0.000004010385,8.044614e-8,0.3557549,8.938927e-8,0.00002105877,0.0807989,0.0005355756,0.5501689],"study_design_scores_gemma":[0.0001332282,0.00005193376,0.08801747,0.0001093011,0.00003499943,0.000006860903,0.8559189,0.0000788265,0.00001929018,0.01435633,0.04102814,0.0002447269],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115941,0.00191608,0.000176208,0.008878343,0.0005308641,0.000825883,2.873383e-7,0.0002612242,0.175817],"genre_scores_gemma":[0.9894396,0.0001450741,0.007085229,0.0002938382,0.0004614934,0.0007418056,0.00002437038,0.00001679966,0.001791803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5499242,"threshold_uncertainty_score":0.9982498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07665111688990203,"score_gpt":0.3746230548693099,"score_spread":0.2979719379794078,"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."}}