{"id":"W3191605514","doi":"10.1093/sw/swab039","title":"Safety Issues for Social Workers Engaging in Anti-Trafficking Work","year":2021,"lang":"en","type":"article","venue":"Social Work","topic":"Stalking, Cyberstalking, and Harassment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Officer; Criminology; Social Welfare; State (computer science); Duty; Welfare; Public relations; Political science; Sociology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001470606,0.0002214331,0.0004316969,0.00009660271,0.003979112,0.0002896207,0.0002790396,0.0002968702,0.000399181],"category_scores_gemma":[0.0003015596,0.0002714698,0.0003094859,0.002350614,0.0003121813,0.0001758609,0.0000865947,0.0003952316,0.00002353913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006100205,"about_ca_system_score_gemma":0.0004057657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003533755,"about_ca_topic_score_gemma":0.001890511,"domain_scores_codex":[0.9971989,0.0004284683,0.0004018979,0.0004787397,0.0005498948,0.0009420998],"domain_scores_gemma":[0.9991087,0.0003702566,0.0001789523,0.0001134209,0.0001296915,0.00009899903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002221171,0.000306818,0.1399689,0.00004831559,0.0002113186,0.00007539284,0.5890336,0.00007715011,0.00006064129,0.08729929,0.03701251,0.1456839],"study_design_scores_gemma":[0.001236405,0.00001379849,0.1348707,0.000210933,0.00006209462,2.96955e-7,0.1720814,0.000003506209,0.00005073593,0.004620628,0.6861675,0.0006821204],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949548,0.00340321,0.00139277,0.04576552,0.006136505,0.001658518,0.00003551619,0.0007180063,0.1459351],"genre_scores_gemma":[0.9901912,0.00008619312,0.001055635,0.0003344934,0.003373053,0.00004871246,0.00002599379,0.00004282674,0.004841939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.649155,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063723160845332,"score_gpt":0.3516950148071543,"score_spread":0.311057783198701,"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."}}