{"id":"W4249082466","doi":"10.1145/1151954.1067495","title":"Designing CIspace","year":2005,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Usability; Computer science; Visualization; Instructional design; Human–computer interaction; Multimedia; Mathematics education; Psychology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004550646,0.0008833905,0.0005264251,0.001752715,0.001435825,0.004490974,0.001690365,0.0009825559,0.01123241],"category_scores_gemma":[0.01232936,0.0006470282,0.0005108548,0.001155489,0.001138925,0.004280482,0.003793751,0.001575278,0.002697443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321056,"about_ca_system_score_gemma":0.002443178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178565,"about_ca_topic_score_gemma":0.001873378,"domain_scores_codex":[0.9972054,0.0009192509,0.0002010771,0.0004646958,0.0009573458,0.0002522057],"domain_scores_gemma":[0.9938732,0.001862266,0.0002468063,0.001210074,0.002206107,0.0006016173],"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":[0.000580394,0.0003809672,0.01089931,0.001642206,0.00009979914,0.001417168,0.0177706,0.01774465,0.04621666,0.2026645,0.05463707,0.6459466],"study_design_scores_gemma":[0.00007608895,0.0003486689,0.001346257,0.0002997213,0.00006211906,0.0009958509,0.0033416,0.02690798,0.03449503,0.0202073,0.9118146,0.0001047548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03299878,0.0005394428,0.8768888,0.0007915348,0.0005758231,0.001138907,0.0006441168,0.01841469,0.06800788],"genre_scores_gemma":[0.1814659,0.000587159,0.7812055,0.000582341,0.0001164523,0.001622584,0.001749208,0.00322428,0.02944643],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01123241,"threshold_uncertainty_score":0.03757614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347047055801419,"score_gpt":0.254148664902514,"score_spread":0.2406781943444998,"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."}}