{"id":"W2210758510","doi":"","title":"Designing an Online Collaboration System","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer 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":[0.0001503554,0.0001924854,0.0002020861,0.001143246,0.0002069873,0.0002289783,0.0002586086,0.0001178529,0.000456355],"category_scores_gemma":[0.0003889456,0.0001923753,0.00001462048,0.001545544,0.0001603399,0.0008533071,0.00006649364,0.0002203811,0.0002263586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009691068,"about_ca_system_score_gemma":0.0002552067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001902938,"about_ca_topic_score_gemma":0.001888334,"domain_scores_codex":[0.9987928,0.0000159285,0.000310801,0.0003821748,0.0002635272,0.000234822],"domain_scores_gemma":[0.9986849,0.0001545391,0.0002109317,0.0002615956,0.000652779,0.00003524011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002038935,0.0002218926,0.01006996,0.00003901624,0.00001161417,0.00000206274,0.000148484,0.00001920565,0.0011928,0.9769571,0.004851994,0.006465484],"study_design_scores_gemma":[0.003378299,0.0001878644,0.02951532,0.001005095,0.0002215111,0.00003732062,0.007813876,0.02392571,0.004846123,0.8689657,0.05797857,0.002124598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.121881,0.0003066254,0.001058422,0.860496,0.003899835,0.0006856758,0.00003395729,0.0008683268,0.01077008],"genre_scores_gemma":[0.9922505,0.0000177874,0.002320139,0.0009450141,0.003643094,0.0001614593,0.0002447408,0.00002041033,0.0003968509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8703695,"threshold_uncertainty_score":0.7844838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318986394433756,"score_gpt":0.2652233078881203,"score_spread":0.2320334439437828,"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."}}