{"id":"W1484460048","doi":"10.1080/15391523.2008.10782515","title":"Professional Development for Information Communication Technology Integration","year":2008,"lang":"en","type":"article","venue":"Journal of Research on Technology in Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Information and Communications Technology; Technology integration; Professional development; Faculty development; Knowledge management; Computer science; Sociology; Pedagogy; Educational technology; World Wide Web","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":[0.006697421,0.00009766869,0.0001914317,0.006393657,0.0003875804,0.00001272128,0.0004784487,0.0004112474,0.00003410593],"category_scores_gemma":[0.003080329,0.00008391521,0.00003145914,0.002114236,0.0003323259,0.0002712132,0.00004477368,0.001969268,0.00004705774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832908,"about_ca_system_score_gemma":0.001026964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000783902,"about_ca_topic_score_gemma":0.000002540249,"domain_scores_codex":[0.9978514,0.0007072663,0.0006967416,0.0001228989,0.0003424946,0.0002792508],"domain_scores_gemma":[0.9968526,0.0004990324,0.0004968645,0.0003150922,0.001806395,0.0000299548],"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":[0.0004112452,0.00118413,0.01889334,0.00002281449,0.00003557365,0.000002339956,0.01022299,0.00001401723,0.001501209,0.2567011,0.01907785,0.6919335],"study_design_scores_gemma":[0.003481584,0.002973089,0.2486809,0.00137189,0.00001099269,0.000696614,0.08027991,0.00006626372,0.02561545,0.133717,0.5026791,0.0004271327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729133,0.0003734974,0.008274668,0.01409766,0.00118905,0.0005096286,7.719526e-7,0.00006097219,0.002580429],"genre_scores_gemma":[0.9478508,0.00004112802,0.05036009,0.00009446333,0.00007138184,0.0002768963,0.00001896115,0.00001019988,0.001276039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6915063,"threshold_uncertainty_score":0.8555599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382756431384099,"score_gpt":0.5478391519467124,"score_spread":0.4095635088083025,"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."}}