{"id":"W2397552558","doi":"","title":"Konferenz-Tweets - Ein Ansatz zur Analyse der Twitter-Kommunikation bei wissenschaftlichen Konferenzen.","year":2011,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001861656,0.000568673,0.0005631634,0.0008221299,0.001672516,0.001203241,0.000781368,0.0006807589,0.001626271],"category_scores_gemma":[0.0007761514,0.0006148296,0.0002205302,0.002255053,0.0006268242,0.007256991,0.0001355616,0.0004979167,0.002286681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094747,"about_ca_system_score_gemma":0.001281632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004759782,"about_ca_topic_score_gemma":0.001299133,"domain_scores_codex":[0.9951258,0.0009219249,0.001688282,0.000388005,0.001025787,0.0008502042],"domain_scores_gemma":[0.995348,0.0001328768,0.001353369,0.000831042,0.001939789,0.0003949576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002449571,0.0005102021,0.02114544,0.0004614793,0.000755713,0.00000445092,0.8389601,0.0001020761,0.0001739479,0.0345934,0.01246988,0.09057838],"study_design_scores_gemma":[0.003228828,0.0008844956,0.2101031,0.001343839,0.001982992,0.00001466123,0.4283333,0.007519389,0.005444868,0.03578968,0.3015451,0.003809821],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964607,0.002311747,0.01511807,0.001393046,0.006548713,0.00201709,0.0001063529,0.0006891615,0.1753551],"genre_scores_gemma":[0.9933847,0.0006773619,0.002465539,0.0007704035,0.0009011215,0.0001562469,0.0007219127,0.00004432102,0.0008784558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4106268,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840023776971238,"score_gpt":0.2907210084472246,"score_spread":0.2423207706775122,"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."}}