{"id":"W4232322700","doi":"10.32920/ryerson.14656809.v1","title":"Public space: an exhibition of photography and video","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Exhibition; Public space; Space (punctuation); Zoning; Photography; Property (philosophy); Public relations; Private space; Public administration; Visual arts; Political science; Sociology; Architectural engineering; Engineering; Computer science; Law; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000125217,0.0001861996,0.0002762474,0.0001573678,0.00002412411,0.0001298896,0.00009286409,0.000263696,0.0004157834],"category_scores_gemma":[0.00002296124,0.0001835674,0.0000944701,0.0001423829,0.0000675178,0.0002260514,0.0001420282,0.0003190521,1.867022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670808,"about_ca_system_score_gemma":0.0000561938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765898,"about_ca_topic_score_gemma":0.0002049326,"domain_scores_codex":[0.9991759,0.00003580617,0.0002265477,0.0002679734,0.0001248202,0.0001689276],"domain_scores_gemma":[0.9992666,0.00002158952,0.00003382025,0.0004354529,0.0001492771,0.00009323273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001623779,0.00172786,0.2975188,0.06483617,0.004827747,0.0001893146,0.02738044,0.06528847,0.1626504,0.1351525,0.02492468,0.2153412],"study_design_scores_gemma":[0.00208582,0.0004606041,0.2816973,0.0005181556,0.0003853526,0.0000854838,0.01862407,0.08521993,0.07927093,0.5140691,0.0134599,0.004123344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549652,0.0005399614,0.02851338,0.00008633457,0.0002478077,0.0002002591,0.00001003706,0.0002109379,0.01522606],"genre_scores_gemma":[0.9956852,0.0001659021,0.0039193,0.00002667196,0.00004995007,0.00001651435,0.00009625303,0.00002124839,0.00001897942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3789166,"threshold_uncertainty_score":0.7485662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405672636877751,"score_gpt":0.2123998916407271,"score_spread":0.1983431652719496,"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."}}