{"id":"W141474179","doi":"","title":"Online conferencing: participant preferences for networking and collaboration","year":2013,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Competence (human resources); Social media; Online discussion; Videoconferencing; Computer science; World Wide Web; Multimedia; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931619,0.0001595543,0.0003598217,0.0001552077,0.0006467745,0.0000456734,0.0003320522,0.0001529855,0.0007756287],"category_scores_gemma":[0.0000312687,0.0001846517,0.0001110839,0.0002235242,0.00059025,0.0001903656,0.0001443789,0.00009022806,0.00009380308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004481761,"about_ca_system_score_gemma":0.0001737586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05636948,"about_ca_topic_score_gemma":0.05372766,"domain_scores_codex":[0.9987288,0.000156002,0.0001775892,0.0003389161,0.0002668306,0.0003318712],"domain_scores_gemma":[0.9986942,0.0001404663,0.0003264134,0.0002055442,0.0004663489,0.0001670383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005555035,0.0005507128,0.3685193,0.0003187179,0.0006530319,0.00001338339,0.5801075,0.0002360213,0.0002484886,0.008986806,0.001660627,0.03815001],"study_design_scores_gemma":[0.001503987,0.0001157928,0.02428743,0.0001720254,0.0002236305,3.703432e-7,0.9495827,0.001557769,0.000004656767,0.00659712,0.01563671,0.0003178114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905308,0.00006184629,0.003784158,0.001714475,0.00006556915,0.0006315081,0.0004657313,0.0000576055,0.002688322],"genre_scores_gemma":[0.9952601,0.0002738757,0.00148451,0.00001492189,0.0000618257,2.833363e-7,0.00005274189,0.000009299782,0.002842396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3694753,"threshold_uncertainty_score":0.9635394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600598012715711,"score_gpt":0.2411124583644079,"score_spread":0.1951064782372508,"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."}}