{"id":"W2151294089","doi":"10.1109/hicss.1991.184194","title":"A communication-based framework for group interfaces in computer-supported collaboration","year":2002,"lang":"en","type":"article","venue":"","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Communication in small groups; Computer science; Interface (matter); Computer-supported cooperative work; Focus (optics); Key (lock); Group (periodic table); Concurrency; Focus group; Collaborative software; Group work; Scrutiny; Empirical research; Human–computer interaction; Work (physics); Knowledge management; Psychology; Computer network; Sociology; Engineering; Distributed computing; Computer security; Mathematics education","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":[0.007070307,0.001952298,0.0008099438,0.004486608,0.004873868,0.00940456,0.004461007,0.006215696,0.01076478],"category_scores_gemma":[0.009674085,0.0008375116,0.001458508,0.004488602,0.01388794,0.01282229,0.005178074,0.005258268,0.003741425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004956475,"about_ca_system_score_gemma":0.004895481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005852513,"about_ca_topic_score_gemma":0.003646872,"domain_scores_codex":[0.9912719,0.00586761,0.0006905477,0.0005965388,0.001103728,0.0004696468],"domain_scores_gemma":[0.9954555,0.002696938,0.0004524995,0.0004673514,0.0005907117,0.0003370408],"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":[0.000004969096,0.00001097521,0.00005448293,0.00005070494,0.000003058629,0.00006838731,0.001052383,0.0008365551,0.00009665527,0.9891269,0.001700577,0.006994454],"study_design_scores_gemma":[0.00001943468,0.00005270102,0.0002201886,0.0002453252,0.00001740166,0.0003943847,0.0009043825,0.0114216,0.0002701443,0.8393682,0.1470528,0.00003340909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0015782,0.003092387,0.9055044,0.006807493,0.0006275407,0.0004958977,0.0001280588,0.0004668301,0.08129927],"genre_scores_gemma":[0.1425613,0.004558352,0.8174747,0.002233188,0.001090214,0.004888841,0.0003714172,0.0003132297,0.02650874],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01076478,"threshold_uncertainty_score":0.03739178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803519628870444,"score_gpt":0.3250233768336103,"score_spread":0.2969881805449058,"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."}}