{"id":"W2797313252","doi":"","title":"Personal Touches, Public Legacies: An Ethnography of LGBT Libraries and Archives","year":2016,"lang":"en","type":"dissertation","venue":"York University Digital Library (York University)","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Queer; Transgender; Mandate; Sociology; Ethnography; Gender studies; Human sexuality; Collection development; Public relations; Library science; Political science; Media studies; Law; Anthropology","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"],"consensus_categories":[],"category_scores_codex":[0.00003273934,0.0003727685,0.0005190379,0.001058729,0.001380634,0.0004998828,0.001064703,0.0003165839,0.0002351201],"category_scores_gemma":[0.00003288363,0.0003980438,0.0002964962,0.001477772,0.002144882,0.007461233,0.0003065639,0.0002915474,0.000005897089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223461,"about_ca_system_score_gemma":0.00085744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536734,"about_ca_topic_score_gemma":0.0001550403,"domain_scores_codex":[0.998095,0.0002434042,0.000182712,0.0006053971,0.0003796497,0.0004938127],"domain_scores_gemma":[0.9984816,0.0003978211,0.0003851175,0.0002690509,0.00004125448,0.0004251363],"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":[0.0008209624,0.0003486802,0.05206495,0.0002504628,0.0007637533,0.0001837092,0.1058526,2.845852e-7,0.00003113128,0.7711596,0.005777156,0.06274673],"study_design_scores_gemma":[0.000525495,0.000182631,0.004546584,0.0001937543,0.00008706142,0.000001046362,0.3468606,0.00000301141,0.00002983042,0.001383627,0.645558,0.0006282955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09455347,0.0005534771,0.000050673,0.0006725115,0.0001801456,0.0002586827,0.0007484778,0.0004001701,0.9025824],"genre_scores_gemma":[0.6880863,0.001836698,0.0008780915,0.00005316337,0.0001501715,1.915776e-7,0.000829225,0.0000422602,0.3081239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7697759,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020243769005704,"score_gpt":0.2061264689555851,"score_spread":0.1859240312655281,"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."}}