{"id":"W4416816631","doi":"10.2139/ssrn.5828038","title":"Less is More: Peer Self-Compassion Modeling Without Reward Emphasis Boosts Personal Self-Compassion","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Distress; Coping (psychology); Cognition; Outcome (game theory); Peer group; Social cognitive theory; Personal distress","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":[0.0004908029,0.0003491609,0.000633875,0.0002093111,0.0006835134,0.0007638009,0.0005024598,0.0006769281,0.0224524],"category_scores_gemma":[0.003294387,0.0002620034,0.000408749,0.0001329448,0.0005463226,0.0006296493,0.001285214,0.001735744,0.002194052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429601,"about_ca_system_score_gemma":0.0008377015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005773784,"about_ca_topic_score_gemma":0.001289367,"domain_scores_codex":[0.9997044,0.00007892233,0.00001139583,0.00008372732,0.00005793569,0.00006359903],"domain_scores_gemma":[0.9989716,0.0002608754,0.0001005862,0.0001057566,0.00003696311,0.0005241974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03505429,0.1646406,0.009245569,0.001457952,0.0006792289,0.0003159226,0.004236898,0.001061439,0.09380823,0.004298746,0.02089263,0.6643087],"study_design_scores_gemma":[0.06477317,0.2295447,0.3695427,0.002566387,0.007086817,0.003044749,0.01205498,0.04202939,0.1210313,0.04612143,0.1014137,0.000790561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883739,0.0002255034,0.001572189,0.00107611,0.0004072786,0.0001510706,0.00005385556,0.0002267745,0.007913273],"genre_scores_gemma":[0.9864499,0.0003119532,0.004622495,0.0006775869,0.0001380773,0.0003691738,0.00008045963,0.00008299747,0.007267433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0224524,"threshold_uncertainty_score":0.07511073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898926801716366,"score_gpt":0.3391654394657442,"score_spread":0.3101761714485806,"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."}}