{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007007394,0.0001022541,0.0001382204,0.0002860252,0.0001564523,0.00005151662,0.0004179482,0.0002643171,0.001053777],"category_scores_gemma":[0.0003643703,0.0001094594,0.000105434,0.000328099,0.000190466,0.001192976,0.00004239957,0.0002637284,0.000006675743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990638,"about_ca_system_score_gemma":0.002163709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003526443,"about_ca_topic_score_gemma":0.0002560747,"domain_scores_codex":[0.9988644,0.00004264713,0.0004883144,0.0001475067,0.0002742476,0.0001828761],"domain_scores_gemma":[0.9987263,0.00004877654,0.0003882337,0.0001376568,0.0006646158,0.00003438817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002120213,0.0003442565,0.109804,0.00002959326,0.00004946032,3.276967e-8,0.1358365,0.000005485563,0.0002229675,0.6348314,0.001697332,0.1171577],"study_design_scores_gemma":[0.000602847,0.0001836621,0.01109912,0.0001076091,0.00002201586,0.000001121145,0.8761263,0.006458338,0.001537906,0.0112107,0.09236216,0.0002881367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038388,0.00002524396,0.01275006,0.003494779,0.0007386778,0.000547856,0.000005885479,0.0001414732,0.1784573],"genre_scores_gemma":[0.9745081,0.00006054075,0.02365824,0.0001293801,0.00007798189,0.0004278647,0.00005551199,0.000004256277,0.001078099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7402899,"threshold_uncertainty_score":0.9998594,"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."}}