{"id":"W3093571894","doi":"10.29173/topo24","title":"The Exploration of LGBTQ2+ Communities","year":2020,"lang":"en","type":"article","venue":"Topophilia","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Sociology; Space (punctuation); Perspective (graphical); Social identity theory; Gender studies; Cultural identity; Public relations; Social group; Political science; Social science; Aesthetics; Visual arts; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002992786,0.0003474309,0.0003212043,0.001779049,0.01877911,0.008392496,0.0009733772,0.001929536,0.01416873],"category_scores_gemma":[0.002838656,0.0002173271,0.0003171597,0.001906229,0.01659658,0.005557412,0.01463442,0.002006258,0.0009488522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006200695,"about_ca_system_score_gemma":0.008278239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03352581,"about_ca_topic_score_gemma":0.06337181,"domain_scores_codex":[0.9943576,0.004337194,0.00004460242,0.0001826956,0.0003347397,0.0007430859],"domain_scores_gemma":[0.9983239,0.0005034272,0.0001892528,0.000114492,0.0002183794,0.0006505605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001993958,0.00003648723,0.005104374,0.0001007477,0.000005719021,0.001085268,0.6230362,0.00009139375,0.0002417214,0.3316801,0.01104695,0.0275511],"study_design_scores_gemma":[0.000005209555,0.00001788082,0.002496422,0.000214057,0.000003162809,0.0004571725,0.742607,0.0001249599,0.0001050987,0.04817983,0.2057765,0.0000127297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3859741,0.004477255,0.007163228,0.05006135,0.0002894732,0.0001578388,0.000134534,0.00006677799,0.5516754],"genre_scores_gemma":[0.9587451,0.001921733,0.001752717,0.002728702,0.00004816497,0.0001380834,0.00005178966,0.0000387549,0.03457494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03352581,"threshold_uncertainty_score":0.06666136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393363126985603,"score_gpt":0.3188820983354044,"score_spread":0.1795457856368441,"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."}}