{"id":"W4300643751","doi":"10.52842/conf.ecaade.2012.2.097","title":"Collaboration and Design Education Through the Interconnected HIS: Immature vs. Mature CI Loops Observed Through Ethnography by Telepresence","year":2012,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Studio; Conversation; Computer science; Ideation; Design studio; Conceptual design; Process (computing); Ethnography; Set (abstract data type); Engineering design process; Creativity; Human–computer interaction; Design process; Multimedia; Sociology; Psychology; Engineering; Work in process","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":[0.003725404,0.0002643883,0.0002644309,0.001147556,0.001495062,0.003203436,0.000736867,0.0005758826,0.00154332],"category_scores_gemma":[0.01214461,0.0002871321,0.0001870652,0.0006603364,0.005976768,0.003491714,0.003614591,0.00133842,0.0001553296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008647916,"about_ca_system_score_gemma":0.0008354799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007512384,"about_ca_topic_score_gemma":0.001253571,"domain_scores_codex":[0.9959972,0.002515073,0.0001747126,0.0004742794,0.000508994,0.0003297944],"domain_scores_gemma":[0.9864123,0.009702745,0.001078599,0.001615074,0.0004657104,0.0007255764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001887852,0.0001339612,0.02908352,0.0001856553,0.00001986547,0.001146689,0.8860633,0.0006070925,0.01227633,0.01785113,0.000322568,0.05212114],"study_design_scores_gemma":[0.00007168185,0.0008897055,0.104493,0.0004620554,0.00008419318,0.005087888,0.7501335,0.007983297,0.01978554,0.02467736,0.08618285,0.000148995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840716,0.0001875784,0.009639635,0.0001072239,0.000004373898,0.00003156643,0.00001495514,0.0000341794,0.005909045],"genre_scores_gemma":[0.9971759,0.00005451143,0.002092755,0.00001240537,0.00000180956,0.0000193721,0.000008733622,0.00001045664,0.0006241056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003725404,"threshold_uncertainty_score":0.01970208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979441477260154,"score_gpt":0.2701694922775956,"score_spread":0.2403750775049941,"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."}}