{"id":"W4224211770","doi":"10.32920/ifmj.v2i1.1527","title":"Virtually Real","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filmmaking; Computer science; Rendering (computer graphics); Cinematography; Computer graphics (images); Workflow; Pace; Context (archaeology); Multimedia; Visualization; Movie theater; Human–computer interaction; Artificial intelligence; Visual arts; Art; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036749,0.0006190284,0.0002247834,0.0006700886,0.001966175,0.004837669,0.0007074906,0.0007875804,0.1141236],"category_scores_gemma":[0.001685875,0.0001794479,0.0003235364,0.0005045723,0.002882975,0.003114492,0.003394695,0.001427151,0.0184856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009429514,"about_ca_system_score_gemma":0.000528257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080045,"about_ca_topic_score_gemma":0.002637193,"domain_scores_codex":[0.999104,0.0002634676,0.00003429441,0.0002415097,0.0002581365,0.0000986692],"domain_scores_gemma":[0.9995732,0.00009399473,0.00005541063,0.000121858,0.00007037893,0.00008519278],"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":[0.0004436084,0.0001114709,0.002357764,0.0007129629,0.00003851838,0.0013565,0.03342926,0.0004694422,0.01190008,0.6166931,0.1031932,0.2292942],"study_design_scores_gemma":[0.00002066205,0.00006555669,0.001457883,0.000126812,0.000009206407,0.0007376183,0.005421074,0.0001490687,0.001016812,0.01635816,0.9746174,0.00001969246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02783865,0.001168591,0.01215625,0.002584889,0.001179239,0.00009289374,0.0006199442,0.0005117158,0.9538478],"genre_scores_gemma":[0.5116568,0.001735445,0.01051339,0.001993961,0.0003382804,0.0001621354,0.001136378,0.0004337823,0.4720298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1141236,"threshold_uncertainty_score":0.3817816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488169233028963,"score_gpt":0.2674336022408452,"score_spread":0.2525519099105556,"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."}}