{"id":"W1980129734","doi":"10.1109/wicom.2010.5600162","title":"Design Principles for Facilitating Collaboration in Mobile Environments","year":2010,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Sophistication; Computer science; Human–computer interaction; Design elements and principles; Mobile computing; Ideal (ethics); Mobile device; Mobile telephony; Multimedia; World Wide Web; Software engineering; Telecommunications; Mobile radio","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":[0.0006620187,0.00007209789,0.0000781282,0.00004274966,0.00005524826,0.00009170474,0.0003502068,0.00005373178,0.0000232859],"category_scores_gemma":[0.0001319076,0.00006652166,0.00001777483,0.0001333628,0.0000238751,0.0004447755,0.00005793988,0.00008169514,0.00002796969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002737939,"about_ca_system_score_gemma":0.00003908771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000732122,"about_ca_topic_score_gemma":0.00008907863,"domain_scores_codex":[0.9992291,0.00005378461,0.0001932119,0.0002615278,0.0001038602,0.0001584976],"domain_scores_gemma":[0.9992682,0.0003509787,0.00003623629,0.0002969857,0.00001276478,0.00003479968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006831206,0.000634795,0.004335439,0.00005407018,0.00001777458,0.000002772345,0.01891712,0.04637533,0.7788987,0.07500776,0.0007257962,0.07496217],"study_design_scores_gemma":[0.0006383798,0.0003684143,0.001230938,0.000007228331,0.000001938112,0.000001409665,0.000487139,0.6817848,0.2692024,0.006205118,0.03981644,0.0002557961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1770331,0.000007302745,0.8218324,0.0001737163,0.0001470862,0.0005872474,0.000001806152,0.00003822515,0.000179075],"genre_scores_gemma":[0.5509809,8.190492e-7,0.4484026,0.00005007819,0.000007675281,0.0002030839,9.963023e-7,0.000002727522,0.0003510924],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6354095,"threshold_uncertainty_score":0.2712674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434742830871155,"score_gpt":0.2916725023172339,"score_spread":0.2481982192301184,"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."}}