{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01159933,0.0002683449,0.0002524465,0.001277561,0.004022111,0.005273867,0.000931415,0.003193608,0.01953539],"category_scores_gemma":[0.02268415,0.0002542277,0.0003278076,0.001098165,0.004416877,0.00360549,0.008464808,0.002906326,0.005161369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331591,"about_ca_system_score_gemma":0.0148696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106074,"about_ca_topic_score_gemma":0.001623186,"domain_scores_codex":[0.9890155,0.006382288,0.0003869981,0.0007747328,0.002593554,0.0008469813],"domain_scores_gemma":[0.9797925,0.008147031,0.001395266,0.002237634,0.003181851,0.005245656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004017859,0.0005692859,0.003748572,0.0005975951,0.0000113116,0.0002975156,0.01270826,0.0002909033,0.0007811067,0.5546153,0.04950345,0.3768365],"study_design_scores_gemma":[0.0000621924,0.0002618922,0.005809659,0.00160922,0.00001701175,0.001854438,0.01012609,0.00161922,0.001091867,0.3258188,0.6516994,0.00003025842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02911797,0.007615694,0.08263934,0.08833279,0.001751422,0.0005699096,0.00006079841,0.0002812735,0.7896307],"genre_scores_gemma":[0.6711873,0.00832186,0.1821725,0.01330664,0.0008153708,0.001390809,0.0001523641,0.0001454627,0.1225077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01953539,"threshold_uncertainty_score":0.06535238,"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."}}