{"id":"W4230357731","doi":"10.32920/ryerson.14658204.v1","title":"Perpetual Shift","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; Toronto Metropolitan University","funders":"","keywords":"Architecture; Computer science; Intersection (aeronautics); Human–computer interaction; Realm; Sight; Sculpture; Mode (computer interface); Interface (matter); Computer graphics (images); Engineering; Visual arts; Art; Physics","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":[0.001936221,0.000736557,0.0005109641,0.001184102,0.003856367,0.007250737,0.001811246,0.002061848,0.03353495],"category_scores_gemma":[0.004966009,0.0005300587,0.0007303941,0.0009830634,0.01046165,0.01124957,0.009612002,0.003300389,0.006310563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831632,"about_ca_system_score_gemma":0.001647253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433437,"about_ca_topic_score_gemma":0.001566736,"domain_scores_codex":[0.9974595,0.0005829339,0.0001003013,0.0007303274,0.0007997422,0.0003272212],"domain_scores_gemma":[0.9977168,0.0004471876,0.000124598,0.001100078,0.0003591374,0.00025212],"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":[0.00003504526,0.00001980754,0.0003288455,0.0000678815,0.000006500724,0.0001354844,0.003067353,0.0002722632,0.0009011945,0.9505926,0.006551308,0.03802164],"study_design_scores_gemma":[0.00001640174,0.00004690606,0.0004860049,0.00009666196,0.00001219293,0.0008881624,0.002259418,0.001025253,0.001749148,0.3975919,0.5957932,0.00003474173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03155309,0.003776539,0.1554858,0.005728521,0.001817114,0.0001656209,0.0002334571,0.001398097,0.7998416],"genre_scores_gemma":[0.6565888,0.003105325,0.05743619,0.005179272,0.000938107,0.0004081347,0.0004443831,0.00114433,0.2747555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03353495,"threshold_uncertainty_score":0.1121855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717352910571655,"score_gpt":0.2681905072064007,"score_spread":0.2510169781006841,"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."}}