{"id":"W7134917187","doi":"10.64920/drc2025049","title":"ANALYSIS OF WORKPLACE VIOLENCE (WPV) AGAINST WOMEN IN LIBRARIES","year":2025,"lang":"","type":"article","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Workplace violence; Verbal abuse; Distress; Domestic violence; Stalking; Poison control; Human factors and ergonomics; Service (business)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131152,0.0005962263,0.001832191,0.01431718,0.001144903,0.002897162,0.0007727524,0.0009992023,0.001890413],"category_scores_gemma":[0.04269239,0.0004192077,0.003104967,0.0138371,0.00121178,0.001757239,0.001940054,0.0008496892,0.0002069786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757644,"about_ca_system_score_gemma":0.01250889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136578,"about_ca_topic_score_gemma":0.02432606,"domain_scores_codex":[0.9837414,0.008042492,0.004162313,0.0006569941,0.002949761,0.0004471171],"domain_scores_gemma":[0.9637573,0.02564812,0.005936581,0.0005691465,0.003796255,0.0002926079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002615688,0.00008016612,0.02608979,0.6279328,0.004966308,0.001225405,0.02158585,0.000265147,0.0005368594,0.002858033,0.003498333,0.3106997],"study_design_scores_gemma":[0.00006237841,0.0006199314,0.05982882,0.7831726,0.01416221,0.001653885,0.04275588,0.0001555384,0.001132433,0.001367567,0.09500848,0.00008024531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04321359,0.9471017,0.0009124813,0.001598014,0.0002703875,0.0009862658,0.001314985,0.00001308347,0.004589568],"genre_scores_gemma":[0.2085435,0.7851939,0.002217901,0.001383146,0.000152068,0.001275242,0.000550472,0.00001176241,0.0006720408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01431718,"threshold_uncertainty_score":0.05982172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133769038342799,"score_gpt":0.2809409218615031,"score_spread":0.2675640180272232,"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."}}