{"id":"W4297103184","doi":"10.1080/01930826.2022.2102385","title":"Creating Safe and Inclusive Spacing for LGBT2Q+ Youth in Public and School Libraries","year":2022,"lang":"en","type":"article","venue":"Journal of Library Administration","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North","funders":"","keywords":"Queer; Transgender; Lesbian; Sociology; Work (physics); Public relations; Column (typography); Political science; Pedagogy; Gender studies; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003892677,0.0000950676,0.0001931552,0.0003195131,0.0003851617,0.0002611001,0.0001099846,0.00006000495,0.0004451395],"category_scores_gemma":[0.0001492081,0.00009649733,0.00004019432,0.000190088,0.00004633341,0.002057509,0.0001009113,0.000327767,0.000001205096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003176011,"about_ca_system_score_gemma":0.0005805025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003949592,"about_ca_topic_score_gemma":0.00001939547,"domain_scores_codex":[0.9988043,0.0002191463,0.0005079506,0.0001365728,0.0001447432,0.0001873292],"domain_scores_gemma":[0.9990617,0.0002225854,0.0004372806,0.00008372184,0.00002350995,0.0001711972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001331384,0.0002857542,0.8940397,0.0004426486,0.00007354013,0.000102883,0.01213084,0.00000754526,0.00009528401,0.07562967,0.01015026,0.0057105],"study_design_scores_gemma":[0.006840916,0.006409187,0.8446392,0.0001023719,0.0002083439,0.001289963,0.04825274,0.0001674318,0.0001432554,0.063644,0.02771078,0.0005917922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651161,0.001350082,0.0000705906,0.01452709,0.0003763135,0.0002228583,0.00006188433,0.00001387639,0.01826118],"genre_scores_gemma":[0.9960498,0.0001295652,0.001106739,0.0006891037,0.0006373553,0.00001214281,0.00002890385,0.00001745815,0.001328957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04940046,"threshold_uncertainty_score":0.4873965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235359292970896,"score_gpt":0.3372792455915429,"score_spread":0.2949256526618339,"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."}}