{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005129667,0.0001336732,0.0001551353,0.00009837806,0.0003498535,0.0001180234,0.001347043,0.00007502657,0.00003914421],"category_scores_gemma":[0.001175963,0.0001059064,0.0000725721,0.0004472909,0.00009074965,0.000127038,0.0005335948,0.000255471,0.000184594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009500129,"about_ca_system_score_gemma":0.00008622238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009626468,"about_ca_topic_score_gemma":0.00003508708,"domain_scores_codex":[0.9987798,0.0001138395,0.0002570205,0.0003157,0.000272149,0.0002615281],"domain_scores_gemma":[0.9984195,0.0006396573,0.0001249642,0.0006556864,0.0001041348,0.00005609354],"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":[0.00003734039,0.0001613373,0.003366512,0.00003834012,0.00008783492,0.000003037615,0.0005954885,0.00001440696,0.002275123,0.01132747,0.3895088,0.5925843],"study_design_scores_gemma":[0.00485104,0.000658405,0.07784824,0.0003958316,0.0001154845,0.000001125918,0.001214966,0.06186647,0.05953121,0.01276658,0.7795959,0.001154707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2741537,0.001841097,0.3943437,0.08716112,0.03778742,0.00291838,0.0000266233,0.002417824,0.1993501],"genre_scores_gemma":[0.9806103,0.0001129499,0.008199975,0.0004509521,0.000575878,0.00005160848,0.000006157993,0.00001769594,0.009974516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7064565,"threshold_uncertainty_score":0.4318737,"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."}}