{"id":"W7124727584","doi":"10.65106/apubs.2007.2553","title":"Digital design and student learning through videoconference collaboration","year":2007,"lang":"","type":"article","venue":"ASCILITE Publications","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Curriculum; Distance education; Digital media; Teleconference; Architecture; Test (biology); Action (physics); Educational technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006842627,0.0006658165,0.0005559884,0.001389924,0.001989602,0.007166058,0.002043307,0.001580254,0.0121257],"category_scores_gemma":[0.02727445,0.0003373924,0.0005918296,0.0009313417,0.002056571,0.003074396,0.005245558,0.001821582,0.001188685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637545,"about_ca_system_score_gemma":0.001576464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750346,"about_ca_topic_score_gemma":0.001998891,"domain_scores_codex":[0.9872063,0.009076773,0.0002951559,0.0009419816,0.00171286,0.0007668806],"domain_scores_gemma":[0.9775415,0.01618024,0.001146535,0.001626041,0.001279982,0.002225676],"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":[0.002306716,0.02198357,0.06337382,0.0009479374,0.0001795971,0.00146165,0.2556833,0.003946802,0.01346027,0.01810954,0.006342147,0.6122046],"study_design_scores_gemma":[0.003611604,0.04266404,0.1794592,0.00135431,0.0005834908,0.004215246,0.4433274,0.02565023,0.04654318,0.03949872,0.2124731,0.0006194719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429429,0.0001766674,0.007717388,0.0005577717,0.00004785341,0.0003440527,0.00006757789,0.0001060986,0.04803974],"genre_scores_gemma":[0.9828372,0.0002187415,0.007652854,0.0001617435,0.00002326246,0.0004161133,0.00007804313,0.00003178783,0.008580207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121257,"threshold_uncertainty_score":0.04056454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744786053069597,"score_gpt":0.2880523096133928,"score_spread":0.2506044490826969,"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."}}