{"id":"W3152396597","doi":"10.29173/iasl8035","title":"Homosexuality in Literature for Young People","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closet; Lesbian; Homosexuality; Variety (cybernetics); Gender studies; Psychology; Sociology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0004120753,0.0002153449,0.0003370048,0.0001425157,0.0001510189,0.0002968027,0.0002818386,0.0002998361,0.0003863861],"category_scores_gemma":[0.0003523883,0.0002216493,0.00008653122,0.0006408738,0.00005806584,0.0004385646,0.00008495006,0.0004077209,0.000116819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005947905,"about_ca_system_score_gemma":0.0002408848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426539,"about_ca_topic_score_gemma":0.002284605,"domain_scores_codex":[0.99818,0.00003531178,0.0003877783,0.0005796084,0.0001898634,0.0006274405],"domain_scores_gemma":[0.9982701,0.00007075801,0.0001188975,0.0001765222,0.00119674,0.0001669643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332206,0.0003439983,0.5214066,0.001499638,0.00002961603,0.00002097808,0.3698968,5.736197e-8,0.0001824694,0.0534225,0.04989811,0.003166013],"study_design_scores_gemma":[0.001961136,0.0002859185,0.8897667,0.0001230557,0.00005200925,0.0001988275,0.05834857,0.0000329045,0.0001229033,0.02982449,0.01864228,0.0006412178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603012,0.0007775378,0.00008439324,0.004605772,0.000933208,0.0004112217,0.0002505744,0.00009299026,0.03254312],"genre_scores_gemma":[0.9737898,0.0001098286,0.0002532848,0.0006393191,0.0005548305,0.00018932,0.00006830964,0.00002457225,0.0243707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3683601,"threshold_uncertainty_score":0.9038594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918897261341046,"score_gpt":0.3678609254523512,"score_spread":0.3286719528389407,"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."}}