{"id":"W103651609","doi":"","title":"GroupLab Collabrary: A Toolkit for Multimedia Groupware","year":2002,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Collaborative software; Computer science; Set (abstract data type); Multimedia; Computer-supported cooperative work; Human–computer interaction; World Wide Web; Software engineering; Engineering; Programming language","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":[0.000178945,0.0001314662,0.0001490555,0.00005501015,0.0001073333,0.0001817474,0.00087131,0.00007357337,0.0004742977],"category_scores_gemma":[0.00009842858,0.000114048,0.00008431824,0.0002684566,0.00003609803,0.0007105542,0.0001315678,0.0000724955,0.0004841031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337283,"about_ca_system_score_gemma":0.00001174254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116592,"about_ca_topic_score_gemma":0.00001826347,"domain_scores_codex":[0.998899,0.00003333718,0.0001935933,0.0003981391,0.0001663603,0.0003095073],"domain_scores_gemma":[0.9989387,0.000289529,0.00003561918,0.0005450689,0.000083816,0.0001072956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000484057,0.0006294969,0.001638127,0.0001125198,0.00008557843,0.00001465626,0.006820782,0.0001193096,0.001811745,0.1197759,0.6694834,0.1994601],"study_design_scores_gemma":[0.001058149,0.0003882973,0.0006542493,0.00001333246,0.000007366864,0.00001007687,0.00006351791,0.8266957,0.005338461,0.005570843,0.1598169,0.0003831255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00793708,0.0001073028,0.9776643,0.004153866,0.0005454575,0.0005570318,0.0000110042,0.0004824818,0.008541487],"genre_scores_gemma":[0.6750673,0.000008431436,0.3117918,0.001519278,0.000122059,0.0001269722,0.000003613206,0.00001378262,0.01134675],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8265764,"threshold_uncertainty_score":0.6222327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954602659819405,"score_gpt":0.2372511949226998,"score_spread":0.1877051683245058,"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."}}