{"id":"W2942080558","doi":"","title":"Silently censoring: Influences of collection development policy on LGBTQ youth","year":2019,"lang":"en","type":"article","venue":"YA Hotline","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Queer; Collection development; Public policy; Political science; Sociology; Policy development; Public relations; Library science; Gender studies; Public administration; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004623721,0.00008957393,0.0001393015,0.0001743483,0.0002652847,0.00003362699,0.0002572554,0.00009363685,0.0000939489],"category_scores_gemma":[0.000496735,0.00008557887,0.00003649526,0.000530175,0.00007463936,0.0001886577,0.00007511598,0.000108647,0.0001433082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892524,"about_ca_system_score_gemma":0.0004433407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007285141,"about_ca_topic_score_gemma":0.0008360609,"domain_scores_codex":[0.9988689,0.0000958935,0.0002215275,0.00020146,0.0003865655,0.0002256048],"domain_scores_gemma":[0.9994494,0.00004761593,0.0001306187,0.0002024932,0.00009725674,0.00007258727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001625653,0.002520124,0.3400576,0.0005668561,0.0003647829,0.000007692531,0.4393371,0.0006861594,0.01737305,0.09572643,0.009539076,0.09219549],"study_design_scores_gemma":[0.003164725,0.001033406,0.2274631,0.0003931231,0.00004889697,0.000001960404,0.03477998,0.0001734824,0.07094394,0.009196699,0.6516414,0.001159246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808806,0.0000644137,0.00005876908,0.0006670475,0.0005172493,0.000339105,0.00001768678,0.0000957008,0.01735949],"genre_scores_gemma":[0.997564,0.0001118426,0.0003522607,0.0001147455,0.0003206667,0.000009377797,0.00001806743,0.000008052771,0.001501056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6421023,"threshold_uncertainty_score":0.9993255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966414605282174,"score_gpt":0.3171318331815995,"score_spread":0.2774676871287778,"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."}}