{"id":"W2124620388","doi":"10.1177/1476750314566414","title":"To be seen or not to be seen: Photovoice, queer and trans youth, and the dilemma of representation","year":2015,"lang":"en","type":"article","venue":"Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; York University","funders":"Institute of Gender and Health; Health Canada","keywords":"Photovoice; Queer; Negotiation; Sociology; Representation (politics); Gender studies; Dilemma; Power (physics); Ethnography; Interview; Public relations; Political science; Social science; Economic growth; Epistemology; Law; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01702284,0.00007903908,0.0001850482,0.0002477168,0.0004764858,0.0001605864,0.0002590738,0.00008676601,0.0001110583],"category_scores_gemma":[0.01182249,0.0000556065,0.00002940019,0.00113622,0.0008225169,0.0003142302,0.0001491122,0.0003078826,0.00001494372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256517,"about_ca_system_score_gemma":0.0004192789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02525422,"about_ca_topic_score_gemma":0.008655779,"domain_scores_codex":[0.9927979,0.004323755,0.0002158427,0.0003185361,0.001853151,0.0004908784],"domain_scores_gemma":[0.996065,0.002286192,0.00003619578,0.0002708232,0.0007065819,0.0006352119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01092584,0.0001918582,0.01062509,0.00007892164,0.0001108223,0.00001515272,0.8812309,0.00007351868,0.0408473,0.006419402,0.01224962,0.03723156],"study_design_scores_gemma":[0.004623262,0.001542876,0.06845229,0.00006959074,0.00005784445,0.000003857072,0.483214,0.001033632,0.07839927,0.001806108,0.3603555,0.0004418167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726679,0.00001750583,0.0005257172,0.02161758,0.00007615888,0.001143601,0.00002506727,0.00002336898,0.003903055],"genre_scores_gemma":[0.9949121,0.00008500383,0.0004504993,0.0003712727,0.0001165162,0.0001367727,0.000001728578,0.00001186405,0.003914275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3980169,"threshold_uncertainty_score":0.9965013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9058837095614788,"score_gpt":0.7202563670586242,"score_spread":0.1856273425028546,"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."}}