{"id":"W4394825444","doi":"10.1109/vr58804.2024.00012","title":"The Laval Phenomenon: A Deep Dive into France’s VR Capital","year":2024,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Virtual reality; Phenomenon; Augmented reality; Mixed reality; Event (particle physics); Human–computer interaction; Center (category theory); Computer science; Psychology; Physics","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":[0.0001772199,0.00008278883,0.00005878238,0.00003209008,0.0002999642,0.0004105597,0.0008624949,0.00002900617,0.00003019449],"category_scores_gemma":[0.000008427258,0.00005175495,0.00004661586,0.0003885474,0.00008669044,0.0002369619,0.0003482857,0.0001240642,0.0007436713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743621,"about_ca_system_score_gemma":0.00006131794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163035,"about_ca_topic_score_gemma":0.0002201925,"domain_scores_codex":[0.9991572,0.00002449635,0.0001323636,0.0002868162,0.0002060187,0.0001931395],"domain_scores_gemma":[0.9992113,0.0001466603,0.00001740556,0.0005301551,0.00003154561,0.00006300152],"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":[3.864001e-7,0.00001753886,0.00000857032,0.000006587153,0.00002687036,0.000004027624,0.004577321,0.00004898141,0.0001686198,0.8544577,0.003509544,0.1371738],"study_design_scores_gemma":[0.0001170506,0.00005525428,0.0003762934,0.00001424166,0.00001119955,0.00001779369,0.0006778229,0.2766106,0.0008497528,0.2036075,0.5174154,0.0002470556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008377132,0.001626191,0.9564327,0.01635982,0.0003647373,0.0001797641,0.00000146226,0.0004036875,0.0237939],"genre_scores_gemma":[0.9742295,0.0001597915,0.01398733,0.0007693837,0.0002492323,0.0002057652,0.000003962748,0.00001451024,0.0103805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9733918,"threshold_uncertainty_score":0.9558637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005389836680921565,"score_gpt":0.2367758494922191,"score_spread":0.2313860128112975,"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."}}