{"id":"W4385932310","doi":"10.32920/23982390.v1","title":"Ephemeral Boundaries : Toward a Fluidity of Space","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ephemeral key; Space (punctuation); Architecture; Intersection (aeronautics); Negotiation; Perception; Enclosure; Architectural engineering; Aesthetics; Visual arts; Sociology; Geography; Computer science; Epistemology; Engineering; Art; Cartography","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":[0.001844813,0.0002714296,0.0002967737,0.0006409932,0.002814173,0.008489565,0.0007896534,0.0009978162,0.004153193],"category_scores_gemma":[0.003933761,0.0003638455,0.0004017954,0.0005054402,0.01748311,0.01356731,0.009990109,0.002627335,0.0005630412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516149,"about_ca_system_score_gemma":0.001596912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058573,"about_ca_topic_score_gemma":0.00103085,"domain_scores_codex":[0.9985163,0.0007192569,0.00004747863,0.0002387308,0.0003250079,0.0001533072],"domain_scores_gemma":[0.9987539,0.0004787425,0.0001352515,0.0002755802,0.0001320787,0.0002244942],"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":[0.000009232801,0.000004381285,0.0001557759,0.00001368605,0.000001380264,0.00003097325,0.006431559,0.0006283051,0.0002719802,0.9869111,0.0004360025,0.005105783],"study_design_scores_gemma":[0.00001182441,0.00001977875,0.0002465646,0.00006316278,0.000003757822,0.00007598162,0.004655766,0.003510558,0.0006781167,0.9215258,0.06919571,0.00001290577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1806277,0.00330002,0.4362743,0.0145625,0.0005061422,0.0001176406,0.00008972765,0.0003313514,0.3641907],"genre_scores_gemma":[0.9277053,0.0009967694,0.04983176,0.0004067555,0.0001007387,0.0001131092,0.00004688673,0.0001351753,0.02066353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008489565,"threshold_uncertainty_score":0.01389378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793691899077186,"score_gpt":0.2445788943305155,"score_spread":0.2066419753397437,"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."}}