{"id":"W4313638677","doi":"10.1002/9781119898566.ch5","title":"6G Post‐Smartphone Era: XR and Hybrid‐Augmented Intelligence","year":2023,"lang":"ro","type":"other","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Virtuality (gaming); Exploit; Virtual reality; Augmented reality; The Internet; Computer science; Metaverse; Internet of Things; Perspective (graphical); Mixed reality; Key (lock); Human–computer interaction; Multimedia; Internet privacy; Computer security; World Wide Web; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003900011,0.0004874748,0.0002744625,0.0005235294,0.000744711,0.004239169,0.0005530424,0.0009625174,0.008722699],"category_scores_gemma":[0.0006880655,0.0001878035,0.0003553212,0.0004846389,0.001397684,0.004250165,0.002326891,0.001317158,0.002167696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924169,"about_ca_system_score_gemma":0.0004031903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220912,"about_ca_topic_score_gemma":0.00203472,"domain_scores_codex":[0.9996458,0.00008298307,0.00001196193,0.00004865476,0.0001600857,0.00005061283],"domain_scores_gemma":[0.9998115,0.00006191208,0.00001360727,0.00005549461,0.00003889664,0.00001869413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008885139,0.00003913521,0.001251146,0.000327101,0.00003050558,0.0005480811,0.002874738,0.003833502,0.008699017,0.6351328,0.02502344,0.3221516],"study_design_scores_gemma":[0.000007800548,0.0001178047,0.001606174,0.0003711325,0.00003115405,0.00101122,0.002412093,0.01282167,0.005045561,0.1225795,0.8539367,0.00005916366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04370637,0.0284652,0.2237367,0.008517279,0.002554467,0.0001078618,0.000294295,0.001648159,0.6909697],"genre_scores_gemma":[0.6710582,0.03360963,0.1263743,0.002185286,0.001348149,0.0001569124,0.0005436211,0.0004576815,0.1642661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008722699,"threshold_uncertainty_score":0.02918029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033434128339459,"score_gpt":0.2355652989408209,"score_spread":0.2252309576574263,"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."}}