{"id":"W3094462988","doi":"10.1093/bjsw/bcaa181","title":"Social Exclusion, Resilience and Social Worker Preparedness: Providing Services to Gay and Bisexual Men Who Party-<scp>n</scp>-Play","year":2020,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Manitoba","funders":"","keywords":"Social exclusion; Social work; Heteronormativity; Population; Psychology; Sociology; Sex work; Social isolation; Gender studies; Social psychology; Human sexuality; Medicine; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001015035,0.0002109776,0.0005074553,0.00006120768,0.004067754,0.0006927385,0.0004959335,0.0002479037,0.00007110102],"category_scores_gemma":[0.0001485153,0.0002077376,0.0001142249,0.0006056306,0.0003349145,0.0002947244,0.0002810819,0.0006586564,0.00003196335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007097296,"about_ca_system_score_gemma":0.0001523885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905702,"about_ca_topic_score_gemma":0.0002827274,"domain_scores_codex":[0.9973686,0.0005829646,0.0006261609,0.0003290652,0.0004980467,0.0005951655],"domain_scores_gemma":[0.9986396,0.0002788967,0.0005182249,0.00007649467,0.0001957482,0.0002910421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003528034,0.0001139959,0.01802542,0.000306077,0.0001896635,0.0001790111,0.3629748,0.00000196983,0.00007733532,0.001110122,0.5726051,0.04406364],"study_design_scores_gemma":[0.003090255,0.0004513089,0.7851469,0.000339936,0.0004344523,0.0005654597,0.07460743,0.000006334144,0.000007176591,0.004696063,0.1302148,0.0004399474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660691,0.003422247,0.00001932434,0.02217358,0.0004364321,0.0003424016,0.00002961504,0.00003797783,0.007469327],"genre_scores_gemma":[0.9843743,0.0003171862,0.0000444144,0.003325216,0.007461847,0.00001517586,0.00000334821,0.00004786185,0.004410611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671214,"threshold_uncertainty_score":0.9972288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353093518564809,"score_gpt":0.3449850748083737,"score_spread":0.3096757229518928,"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."}}