{"id":"W4417436605","doi":"10.35502/jcswb.501","title":"Engaging men as prosocial bystanders in nightlife settings: Behavioural insights for sexual harassment prevention","year":2025,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Wales","keywords":"Prosocial behavior; Harassment; Nightlife; Intervention (counseling); Psychological intervention; Social norms approach; Interpersonal communication; Altruism (biology); Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002668884,0.0003930789,0.0004244563,0.0008386796,0.002288722,0.002139578,0.0007497433,0.0008960411,0.004386429],"category_scores_gemma":[0.003652974,0.000308987,0.0004753959,0.0004373319,0.001645959,0.001601806,0.002054003,0.001381134,0.000290899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280047,"about_ca_system_score_gemma":0.003703744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006924505,"about_ca_topic_score_gemma":0.02336981,"domain_scores_codex":[0.9980348,0.00146733,0.00003058621,0.00007497351,0.0001221532,0.0002701285],"domain_scores_gemma":[0.9983864,0.0008758935,0.0002482871,0.00004876119,0.0001059096,0.0003348354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002911123,0.004446078,0.08958382,0.004383821,0.0001777307,0.001827553,0.5428913,0.0002526009,0.00427508,0.01290343,0.005988605,0.3329789],"study_design_scores_gemma":[0.00008528142,0.002618912,0.2012732,0.004930229,0.0002009456,0.0009111757,0.7314047,0.0005662339,0.001084568,0.007691118,0.04915598,0.00007758263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388984,0.008829881,0.003108461,0.01994143,0.0002797166,0.0005353568,0.00008913061,0.00003346589,0.02828415],"genre_scores_gemma":[0.9806396,0.008532461,0.004198355,0.001712773,0.00006437382,0.0002679882,0.0000414022,0.00001046165,0.004532485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006924505,"threshold_uncertainty_score":0.01467407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469703860617457,"score_gpt":0.3343812886078565,"score_spread":0.309684250001682,"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."}}