{"id":"W2229613722","doi":"","title":"Assessment of Web Conferencing in Teacher Preparation Field Experiences","year":2011,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Field (mathematics); Computer science; Videoconferencing; Multimedia; World Wide Web; Psychology; Pedagogy; Mathematics","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":[0.002105737,0.0002535627,0.0002333596,0.0009611913,0.0009259167,0.00100549,0.0005535708,0.0005032379,0.005813017],"category_scores_gemma":[0.01718877,0.000181766,0.0002700434,0.0003441118,0.0002667435,0.0006536443,0.001469161,0.0005481996,0.0005967271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910985,"about_ca_system_score_gemma":0.0005149218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264024,"about_ca_topic_score_gemma":0.002408909,"domain_scores_codex":[0.998032,0.001031504,0.0001351465,0.0001390013,0.0004603872,0.000201912],"domain_scores_gemma":[0.9876661,0.007662299,0.0006434568,0.0006191637,0.001920997,0.00148797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01191933,0.02686785,0.2684874,0.001467122,0.0002224297,0.00257964,0.1363961,0.002679775,0.07251001,0.001165494,0.002907062,0.4727977],"study_design_scores_gemma":[0.000400158,0.02341952,0.8517492,0.0002464016,0.0003039545,0.002295652,0.07815605,0.006094882,0.02700158,0.0004721513,0.009715621,0.000144811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963987,0.00002104319,0.0003591404,0.00001718059,0.000007080035,0.00007499923,0.00002771996,0.00001915815,0.003074882],"genre_scores_gemma":[0.9978104,0.00002857746,0.0005351164,0.00000808407,0.000004583462,0.00006131586,0.00004546923,0.000005570627,0.001500779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005813017,"threshold_uncertainty_score":0.01944643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360152105599519,"score_gpt":0.3863094692198404,"score_spread":0.3502942586598886,"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."}}