{"id":"W2942598155","doi":"10.1145/3313950.3313978","title":"BioFlockVR","year":2019,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Immersion (mathematics); Virtual reality; Entrainment (biomusicology); Human–computer interaction; Gesture; Virtual space; Space (punctuation); Computer graphics (images); Artificial intelligence; Physics; Acoustics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000475532,0.00002429283,0.00002904761,0.00001992005,0.00001441005,0.00004974322,0.0002858048,0.00001211395,0.0001203584],"category_scores_gemma":[0.000004196068,0.00001845124,0.00001271308,0.0001505683,0.000003695651,0.0001758363,0.0000663845,0.00001894354,0.003195377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005945192,"about_ca_system_score_gemma":0.00001606791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002283824,"about_ca_topic_score_gemma":0.00000123993,"domain_scores_codex":[0.9997249,0.0000038837,0.00004067965,0.00009403509,0.00006110893,0.00007535223],"domain_scores_gemma":[0.9995788,0.00001266201,0.000008627541,0.0003487396,0.00001297703,0.00003815868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.31612e-7,0.00001123659,0.0002279577,8.286215e-7,0.0000010455,8.568649e-8,0.00003271528,0.00000514327,0.001831931,0.950133,0.002816517,0.04493944],"study_design_scores_gemma":[0.0003601987,0.0001665329,0.02764192,0.000005727763,0.000001204828,0.00001189646,0.00003639145,0.08804845,0.01770572,0.03820593,0.8275296,0.0002864451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05098582,0.000009425227,0.6526815,0.002516897,0.00007607842,0.0000827045,2.881418e-7,0.0001396078,0.2935077],"genre_scores_gemma":[0.98095,0.000002141484,0.01312597,0.0008508924,0.000007735449,0.000001883607,3.069387e-7,0.000001100071,0.005059977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9299642,"threshold_uncertainty_score":0.9975808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007662961633682931,"score_gpt":0.2269269792838722,"score_spread":0.2192640176501892,"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."}}