{"id":"W7160651503","doi":"10.1145/3810999.3811003","title":"The 3rd Edition of Spring School on Social XR organised by CWI","year":2025,"lang":"en","type":"article","venue":"ACM SIGMultimedia Records","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Event (particle physics); Social media","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006394422,0.002120873,0.001783153,0.003419527,0.004923688,0.01313308,0.002594167,0.004378055,0.3655168],"category_scores_gemma":[0.007426977,0.0008248421,0.001497032,0.003608829,0.002462091,0.007535033,0.01189513,0.007760591,0.1588945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006947785,"about_ca_system_score_gemma":0.00593755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052466,"about_ca_topic_score_gemma":0.02438471,"domain_scores_codex":[0.9948334,0.0008603223,0.00028381,0.0006599189,0.002391046,0.0009715483],"domain_scores_gemma":[0.9942311,0.0005904124,0.0003200867,0.0008173662,0.001551744,0.002489368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003065834,0.00003343994,0.00005892042,0.00006104691,0.000002161903,0.00003247559,0.0002193056,0.00002016516,0.0002317953,0.002397906,0.9823356,0.01457641],"study_design_scores_gemma":[0.000003312719,0.00001354506,0.0002209784,0.00006487811,6.089454e-7,0.00001266549,0.0001148991,0.00001247301,0.00003647296,0.0003267132,0.9991893,0.000004153286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003129943,0.0188817,0.006129291,0.06486376,0.284542,0.001086397,0.00479138,0.002462144,0.6141135],"genre_scores_gemma":[0.004645314,0.003222349,0.001056601,0.003651725,0.02333792,0.0003996734,0.002404565,0.001572357,0.9597094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3655168,"threshold_uncertainty_score":0.9050132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136946161458126,"score_gpt":0.2584199334337218,"score_spread":0.2470504718191405,"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."}}