{"id":"W2685638421","doi":"10.5860/rusq.56.4.249","title":"The Alert Collector: Transgender Culture and Resources","year":2017,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Sociology; Inclusion (mineral); Diversity (politics); Privilege (computing); Popular culture; Invisibility; Value (mathematics); Gender diversity; Media studies; Public relations; Gender studies; Political science; Law; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007908328,0.0005980663,0.0005601841,0.005092761,0.02114126,0.01258007,0.001369325,0.002349692,0.0432263],"category_scores_gemma":[0.02911787,0.0005513498,0.0004433357,0.004843412,0.003835397,0.00957511,0.01148788,0.003810698,0.0114529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007326665,"about_ca_system_score_gemma":0.0138597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290366,"about_ca_topic_score_gemma":0.03845862,"domain_scores_codex":[0.99434,0.002148221,0.000474211,0.0004405883,0.00205848,0.0005385047],"domain_scores_gemma":[0.9818922,0.004997654,0.001007608,0.002143549,0.0065813,0.003377771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006966915,0.00008389571,0.00764398,0.0005394791,0.00001337435,0.002451288,0.3691806,0.0000495396,0.001456747,0.01577835,0.4652312,0.1375019],"study_design_scores_gemma":[0.00000469665,0.00002379807,0.001672184,0.0002105673,0.00001282248,0.0004386406,0.129224,0.00004933149,0.0004672354,0.0009946185,0.8668722,0.00002980231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1395059,0.006603333,0.0163333,0.1914664,0.01732919,0.0023771,0.003916679,0.005258042,0.61721],"genre_scores_gemma":[0.4043187,0.007230652,0.01329661,0.05220094,0.00390881,0.001290734,0.001883927,0.002361929,0.5135077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0432263,"threshold_uncertainty_score":0.1446064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559046081018081,"score_gpt":0.2348579089890014,"score_spread":0.2092674481788206,"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."}}