{"id":"W3100176495","doi":"10.29173/cais1128","title":"“It's Hard to See How These Would be Harmful to Kids”: Public Library Staff Perceptions of Child Development and Drag Queen Storytimes","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432314,0.0002083079,0.000341995,0.0009211567,0.004357251,0.002893314,0.0005879817,0.0007701413,0.005566237],"category_scores_gemma":[0.009311494,0.0004073372,0.0002742308,0.0009128794,0.003208023,0.001568256,0.002754444,0.001145777,0.0005428934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002811249,"about_ca_system_score_gemma":0.003977187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04595048,"about_ca_topic_score_gemma":0.06429129,"domain_scores_codex":[0.99703,0.001403829,0.000166662,0.0001106135,0.000571348,0.0007174829],"domain_scores_gemma":[0.9903898,0.003127147,0.003183018,0.0002443349,0.001182908,0.001872944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009221635,0.0001070819,0.3459621,0.0003054029,0.00003175826,0.001404908,0.6257132,0.00003881456,0.0008547163,0.001007986,0.004606429,0.01987542],"study_design_scores_gemma":[0.000004461786,0.000111345,0.1273686,0.0001560262,0.00001376855,0.0004933639,0.85711,0.00001754282,0.0001931306,0.00009807994,0.01441499,0.00001858193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905981,0.000764577,0.00008237776,0.001831265,0.00002651775,0.00001032397,0.00004645355,0.000009519181,0.00663083],"genre_scores_gemma":[0.9956311,0.001112585,0.0001152442,0.0005399004,0.00001881833,0.00001669759,0.00002598269,0.000007148941,0.0025325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04595048,"threshold_uncertainty_score":0.09136599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08481305916415086,"score_gpt":0.3290213194960179,"score_spread":0.2442082603318671,"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."}}