{"id":"W4411080874","doi":"10.1101/2025.06.06.25329150","title":"In Gossip, We Trust: Residents’ Understanding of Gossip as a Social Resource","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gossip; Resource (disambiguation); Psychology; Computer science; Internet privacy; Social psychology; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006525887,0.00036086,0.0002871313,0.0008743961,0.005977032,0.004755396,0.0008885856,0.001717295,0.002625925],"category_scores_gemma":[0.0102482,0.000280378,0.000296755,0.0005351612,0.01512754,0.005907808,0.005037335,0.003416077,0.0002591943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077821,"about_ca_system_score_gemma":0.003962867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038056,"about_ca_topic_score_gemma":0.00792821,"domain_scores_codex":[0.9944708,0.004304395,0.0001194681,0.0001961832,0.0003969329,0.0005121965],"domain_scores_gemma":[0.9919115,0.004761831,0.0009681693,0.0003012239,0.0006563857,0.001400953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003231189,0.00003194538,0.004904389,0.0001641918,0.00001396819,0.0006413682,0.9637889,0.0001624248,0.0003988847,0.01668946,0.002544626,0.01062734],"study_design_scores_gemma":[0.000008426264,0.0001009036,0.005388437,0.0003547058,0.00001793293,0.0005288483,0.9476666,0.0006141449,0.0002311015,0.009496246,0.03555133,0.00004129181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218919,0.002968316,0.00789135,0.02722017,0.0003327873,0.00004933736,0.00004040176,0.00004906179,0.03955659],"genre_scores_gemma":[0.9967647,0.0006835052,0.0005613847,0.0009006094,0.00003528063,0.00001515291,0.000007076336,0.000007874936,0.001024452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006525887,"threshold_uncertainty_score":0.03451264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06029744708729611,"score_gpt":0.3460841990507845,"score_spread":0.2857867519634884,"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."}}