{"id":"W4413834836","doi":"10.24908/iqurcp18991","title":"The Reduction of Identity: How consent changes everything in street photography","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Photography; Identity (music); Reduction (mathematics); Internet privacy; Aesthetics; Sociology; Visual arts; Art; Advertising; Media studies; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02563868,0.000477275,0.0003956305,0.001271236,0.009304236,0.01313041,0.002299694,0.00422195,0.01106921],"category_scores_gemma":[0.07518243,0.0006136757,0.0007065052,0.0008593607,0.04005836,0.01686724,0.01168465,0.006446077,0.001509662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004876695,"about_ca_system_score_gemma":0.003960413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452898,"about_ca_topic_score_gemma":0.004584375,"domain_scores_codex":[0.9645991,0.02851919,0.0006481624,0.001516611,0.003228972,0.001487926],"domain_scores_gemma":[0.9669462,0.02348943,0.001875066,0.004828581,0.001672014,0.001188717],"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":[0.0001177486,0.0001333568,0.002258452,0.0002185101,0.00002771098,0.0007754586,0.3012959,0.0003128232,0.001527886,0.6208781,0.01197476,0.06047933],"study_design_scores_gemma":[0.0001329114,0.0002102684,0.004584465,0.001062736,0.00007119346,0.001227509,0.1651164,0.001034569,0.003131914,0.4916777,0.3316392,0.0001112868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2532734,0.005969574,0.06701656,0.1075085,0.002398311,0.0005245868,0.0001206749,0.0004175543,0.5627708],"genre_scores_gemma":[0.9664942,0.00128178,0.00810382,0.005042881,0.0003089005,0.0002288135,0.00003261576,0.0001984025,0.01830864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02563868,"threshold_uncertainty_score":0.1355919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324692326970875,"score_gpt":0.429243857884124,"score_spread":0.2967746251870365,"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."}}