{"id":"W2091085606","doi":"10.1109/ipcc.2012.6408617","title":"Merging territories part II - A new information design baccalaureate degree moves forward","year":2012,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Curriculum; Process (computing); Computer science; Degree program; Focus (optics); Degree (music); Manifesto; Medical education; Student engagement; Mathematics education; Engineering management; Pedagogy; Psychology; Engineering; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003497549,0.0000991261,0.00008955284,0.0000832418,0.0002807547,0.0003477666,0.0003593063,0.00003928238,0.0002111111],"category_scores_gemma":[0.00008568286,0.00008263478,0.00003262057,0.0002273938,0.00001153205,0.005787368,0.0001706733,0.00009205404,0.0003485986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003429842,"about_ca_system_score_gemma":0.00009687599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006879,"about_ca_topic_score_gemma":0.000005985976,"domain_scores_codex":[0.9991876,0.00004765824,0.000190471,0.00009469334,0.0001809905,0.0002985317],"domain_scores_gemma":[0.9994211,0.00005015977,0.00007405368,0.0002132759,0.00004658062,0.0001948414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001210443,0.00009134567,0.01468419,0.00001895202,0.00004101853,3.434573e-7,0.05084132,0.000675469,0.00009737917,0.5363621,0.1544787,0.2426971],"study_design_scores_gemma":[0.0003425812,0.00009640065,0.01379402,0.00002702537,0.00001022072,0.00001287324,0.003427933,0.01389622,0.003345598,0.001307984,0.9633657,0.0003734647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003897692,0.00005730279,0.8996364,0.003427875,0.001843045,0.0001618778,2.266727e-7,0.0003117939,0.09066374],"genre_scores_gemma":[0.7336284,0.00001709766,0.2546824,0.0008673586,0.0005393895,0.00001936884,0.000007800381,0.000007299818,0.01023084],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8088869,"threshold_uncertainty_score":0.4480646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133472060239637,"score_gpt":0.2641956651054733,"score_spread":0.2228609445030769,"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."}}