{"id":"W7016051702","doi":"","title":"Visualizing the margins: the experiences of queer people of colour","year":2009,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queer; Identity (music); Intersectionality; Politics; Reflexivity; Visual media; Order (exchange); Frame (networking); Sexual identity","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01116277,0.0004347397,0.0008072004,0.0002439804,0.002623592,0.00010776,0.002177987,0.0005516034,0.0004572968],"category_scores_gemma":[0.01069501,0.0002970827,0.0004321398,0.001553815,0.0007465389,0.0005562465,0.000145005,0.001187553,0.00003754333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782415,"about_ca_system_score_gemma":0.0004620795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005361308,"about_ca_topic_score_gemma":0.02690146,"domain_scores_codex":[0.9893907,0.005367116,0.001046685,0.000623466,0.002615398,0.0009566156],"domain_scores_gemma":[0.9944169,0.002575964,0.001041743,0.0007966422,0.0008870442,0.000281707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006431723,0.0007127332,0.0003470966,0.0004871995,0.0004577542,0.00002207434,0.06599864,0.0000301011,0.04900101,0.732735,0.00007695721,0.1494882],"study_design_scores_gemma":[0.0006951584,0.0006057685,0.01747732,0.0007901588,0.0003240034,0.000002751238,0.6102391,0.00004410516,0.2084979,0.03277563,0.1274093,0.001138673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163811,0.000655883,3.391761e-7,0.00006617306,0.0008213876,0.0009861706,0.00007704984,0.0000607297,0.08095116],"genre_scores_gemma":[0.9939886,0.0004544509,0.0002282263,0.0001289282,0.0000714968,0.0003413973,0.00002259765,0.00005923131,0.004705116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6999594,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987825227546764,"score_gpt":0.5046933943190807,"score_spread":0.3059108715644043,"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."}}