{"id":"W4206631614","doi":"10.18438/eblip30030","title":"Library Workers Experiencing or Observing Sexual Harassment in University of California Libraries is Commonplace and Commonly Unreported","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Thematic analysis; Stakeholder; Medical education; Library science; Census; Psychology; Medicine; Population; Sociology; Social psychology; Public relations; Demography; Political science; Qualitative research; Social science","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":"observational","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":[0.005501758,0.0002902189,0.0003975997,0.002099555,0.004878771,0.004956285,0.0009125063,0.0008508231,0.005682797],"category_scores_gemma":[0.02550589,0.0003687531,0.0003359125,0.003054536,0.002459819,0.00327414,0.004036634,0.001128721,0.0009319529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730757,"about_ca_system_score_gemma":0.005633803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009843,"about_ca_topic_score_gemma":0.03735257,"domain_scores_codex":[0.9912546,0.004572085,0.0007490292,0.0004046094,0.002174907,0.0008448014],"domain_scores_gemma":[0.9731482,0.009443262,0.009785989,0.001331732,0.004328234,0.001962509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001777512,0.0001792437,0.3142178,0.003047024,0.0001116859,0.001979023,0.4328128,0.00007864749,0.001218927,0.001217277,0.03382288,0.2111369],"study_design_scores_gemma":[0.000008033941,0.0002132149,0.2292873,0.002508815,0.00006923739,0.002029377,0.6601402,0.00006199974,0.0006418768,0.0003432041,0.1046252,0.0000716444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931027,0.02490045,0.0006382602,0.01038747,0.0003050705,0.00009292757,0.0003934062,0.00007818946,0.03217724],"genre_scores_gemma":[0.9720801,0.01860482,0.0003488669,0.003049558,0.0002813163,0.00006824749,0.0002161707,0.00002398987,0.005326968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009843,"threshold_uncertainty_score":0.03996289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087204246598436,"score_gpt":0.296966315362061,"score_spread":0.2560942728960766,"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."}}