{"id":"W4403076211","doi":"10.5194/gc-7-227-2024","title":"Planning virtual and hybrid events: steps to improve inclusion and accessibility","year":2024,"lang":"en","type":"article","venue":"Geoscience Communication","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Inclusion (mineral); Computer science; Human–computer interaction; Process management; Psychology; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001523113,0.0000571826,0.00006095161,0.00009075097,0.0015898,0.0003100714,0.0003782279,0.00002121078,0.00002347376],"category_scores_gemma":[0.0001617217,0.00005315269,0.00001201671,0.0003019685,0.0002208298,0.0005646349,0.001722871,0.00008638232,0.000007513224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007004762,"about_ca_system_score_gemma":0.00007172164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900855,"about_ca_topic_score_gemma":0.0007699477,"domain_scores_codex":[0.9991093,0.0001265397,0.0001234934,0.0002552393,0.0002296044,0.0001557965],"domain_scores_gemma":[0.9994251,0.0001238187,0.00002769157,0.0002882742,0.0000431884,0.00009199657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007649065,0.00003527426,0.004021552,0.00002774668,0.000004213302,0.000001147068,0.03569829,0.00001123265,0.0005834596,0.07141107,0.0003200228,0.8878784],"study_design_scores_gemma":[0.0005027908,0.0004744161,0.24488,0.001174072,0.00006509226,0.000004639344,0.05528651,0.04184781,0.0002623473,0.1690058,0.4855486,0.0009479121],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757965,0.001032808,0.006765427,0.00955928,0.0001813141,0.0003192746,0.000007332862,0.00008641675,0.006251621],"genre_scores_gemma":[0.9978275,0.000516171,0.0008587262,0.0001983038,0.00002399233,0.00002435664,0.000004736898,0.000002488321,0.0005437188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8869305,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923508797569421,"score_gpt":0.3560221610240351,"score_spread":0.3267870730483409,"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."}}