{"id":"W3138650881","doi":"10.1007/978-3-030-66073-4_5","title":"The Rainbow Connection: A Time-Series Study of Rainbow Flag Display Across Nine Toronto Neighborhoods","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œurban book series","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rainbow; Pride; Flag (linear algebra); FLAGS register; Motif (music); Geography; Gender studies; Cartography; Sociology; Political science; Art; Aesthetics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001710426,0.0006676598,0.0008924097,0.00003586241,0.003407467,0.0007121082,0.001416177,0.0004550969,0.003239094],"category_scores_gemma":[0.0002556072,0.000472657,0.0003659495,0.0001523101,0.002924434,0.001298512,0.0006522484,0.0005000893,0.00009465151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760252,"about_ca_system_score_gemma":0.0007604019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851888,"about_ca_topic_score_gemma":0.2759487,"domain_scores_codex":[0.995828,0.0004509258,0.0007807976,0.0007585901,0.001323119,0.0008586154],"domain_scores_gemma":[0.9963958,0.000646897,0.0007277738,0.001468566,0.0005544441,0.0002065026],"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":[0.0007661236,0.0002217555,0.0004915793,0.00006205661,0.001527281,0.00006106598,0.1796947,0.000005987141,0.00005857819,0.5561471,0.2585137,0.002450083],"study_design_scores_gemma":[0.0004703851,0.0005346483,0.0001941089,0.00007930531,0.0001162272,0.00001385006,0.05280415,0.000001833507,0.00001913225,0.00167158,0.9435908,0.0005040113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009749855,0.01196563,0.000008704339,0.006500526,0.002504011,0.002141742,0.0001701975,0.0002880669,0.9754462],"genre_scores_gemma":[0.01262256,0.001588863,0.00002885255,0.0003574096,0.001857909,0.0001710646,0.00004491397,0.0001225201,0.9832059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.685077,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425096169102241,"score_gpt":0.2788925448678257,"score_spread":0.2646415831768033,"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."}}