{"id":"W4313422514","doi":"10.5070/r75159691","title":"Public Displays of Affection","year":2022,"lang":"en","type":"article","venue":"Refract An Open Access Visual Studies Journal","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affection; Apartment; Urban sprawl; Grief; Advertising; Internet privacy; Media studies; Sociology; History; Aesthetics; Psychology; Social psychology; Art; Political science; Law; Engineering; Business; Computer science; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000682233,0.00038494,0.000169822,0.0009127398,0.005766432,0.004059523,0.0004084399,0.0006943346,0.02026002],"category_scores_gemma":[0.001879762,0.0001853169,0.0002178529,0.00101794,0.003704978,0.00156606,0.004016732,0.0008202099,0.001485696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976078,"about_ca_system_score_gemma":0.00152516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03688759,"about_ca_topic_score_gemma":0.08954108,"domain_scores_codex":[0.9992411,0.0002085449,0.00001373971,0.00006676737,0.0002480971,0.0002218249],"domain_scores_gemma":[0.998902,0.0002615811,0.000179983,0.0002371225,0.0001686131,0.0002508087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004428575,0.0001422357,0.02248341,0.0004002874,0.00007066167,0.002457494,0.5738835,0.0005715245,0.01422897,0.0766941,0.1966549,0.1119699],"study_design_scores_gemma":[0.00002382112,0.0001424127,0.05637463,0.0002146097,0.00003864027,0.001157507,0.1731039,0.0003261948,0.002064783,0.003432896,0.7630599,0.00006068564],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4036851,0.0008547453,0.003180437,0.003209932,0.0004129342,0.00008108097,0.001186023,0.0007326627,0.586657],"genre_scores_gemma":[0.9576989,0.0002429235,0.0006165176,0.000247659,0.0001119808,0.00003786636,0.0001889912,0.0001085201,0.04074663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03688759,"threshold_uncertainty_score":0.07334578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3661668563909811,"score_gpt":0.5751649592796115,"score_spread":0.2089981028886305,"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."}}