{"id":"W2885173346","doi":"10.24908/pceea.v0i0.10362","title":"COLLABORATIVE DIGITAL DESIGN NOTEBOOKS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Workspace; Task (project management); Computer science; Task management; Cloud computing; Collaborative design; Scalability; Software engineering; World Wide Web; Multimedia; Engineering management; Engineering; Systems design; Systems engineering; Database; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003127968,0.0009564492,0.0005346702,0.001836759,0.001746256,0.004902053,0.003459787,0.001074618,0.08266509],"category_scores_gemma":[0.007927858,0.0006326284,0.0007791281,0.001914529,0.0008393915,0.003508518,0.005357068,0.001411957,0.02013206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318488,"about_ca_system_score_gemma":0.003036459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591925,"about_ca_topic_score_gemma":0.001865211,"domain_scores_codex":[0.995401,0.001030744,0.0003364112,0.0008218913,0.002023304,0.0003866241],"domain_scores_gemma":[0.9886976,0.002650108,0.0005872042,0.004694018,0.001855248,0.001515775],"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":[0.0006550034,0.00144425,0.003158397,0.0008854982,0.00005853994,0.0008168705,0.004063516,0.00598275,0.01865257,0.02856671,0.07735644,0.8583596],"study_design_scores_gemma":[0.0003204349,0.0006169421,0.004704432,0.0004347665,0.00004375448,0.001024773,0.001490542,0.006006653,0.02688929,0.0083509,0.9500057,0.0001118523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1099249,0.0009037864,0.5628203,0.001045467,0.0008809306,0.002809102,0.002210021,0.01996715,0.2994384],"genre_scores_gemma":[0.238775,0.0006548597,0.5441909,0.0003552696,0.0002114644,0.00138371,0.002733401,0.001681005,0.2100144],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08266509,"threshold_uncertainty_score":0.2765422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005038094567263318,"score_gpt":0.1744181115435353,"score_spread":0.169380016976272,"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."}}