{"id":"W1580278010","doi":"10.29173/slw7096","title":"A Door Half Open: Young People's Access to Fiction Related to Homosexuality","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closet; Lesbian; Homosexuality; Male Homosexuality; Psychology; Gender studies; Sociology; History; Human immunodeficiency virus (HIV); Men who have sex with men; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001322554,0.0003691827,0.000502291,0.0006406119,0.000682078,0.001771272,0.001830298,0.0002888375,0.006482591],"category_scores_gemma":[0.0006260493,0.0003859609,0.0001103418,0.002571923,0.00007547061,0.002343285,0.001017332,0.0006760326,0.006219373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041245,"about_ca_system_score_gemma":0.0003398141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02882735,"about_ca_topic_score_gemma":0.02713305,"domain_scores_codex":[0.9962453,0.0003362055,0.0009503826,0.0009041391,0.0003864406,0.001177578],"domain_scores_gemma":[0.9968632,0.0003000601,0.0002152828,0.001270138,0.0001262413,0.001225051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006044744,0.0001720607,0.4606158,0.00008865377,0.00006585586,0.00003417223,0.00335644,0.000007841288,0.00004241535,0.03403045,0.4971116,0.003870197],"study_design_scores_gemma":[0.0007629565,0.0001448731,0.8390691,0.00002601758,0.00004061798,0.0000315354,0.0006393733,0.000001058916,0.00006253942,0.006076713,0.1527151,0.0004302072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4197122,0.0003395201,0.000948787,0.04058983,0.006015649,0.00198694,0.00006914965,0.0005219107,0.529816],"genre_scores_gemma":[0.8012989,0.00002590648,0.001630486,0.01232688,0.001157925,0.0002376796,0.0001003977,0.0001161532,0.1831057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3815867,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388304667695279,"score_gpt":0.3869111129440064,"score_spread":0.3480806461744785,"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."}}