{"id":"W4385501931","doi":"10.1111/bjso.12676","title":"The utility of nostalgia for unhealthy populations: A systematic review and narrative analysis","year":2023,"lang":"en","type":"review","venue":"British Journal of Social Psychology","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Narrative; Action (physics); Theme (computing); Social connectedness; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002841684,0.0002999682,0.004703143,0.0003152171,0.000472798,0.00004750729,0.0005276851,0.0004508909,0.0001769383],"category_scores_gemma":[0.0006513457,0.0002458805,0.001764425,0.001204296,0.0003762759,0.00005356538,0.00004502488,0.000658412,0.00001127357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148054,"about_ca_system_score_gemma":0.0001799057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006881448,"about_ca_topic_score_gemma":0.0001564147,"domain_scores_codex":[0.9939102,0.001979216,0.003129344,0.000361519,0.0002495163,0.0003701901],"domain_scores_gemma":[0.9938108,0.0009788543,0.004179232,0.0003373149,0.0005830889,0.0001106765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004809906,0.0002455494,0.00003633929,0.5500394,0.01060795,0.0001195248,0.001319149,2.772489e-9,4.786528e-8,0.0008897995,0.02878561,0.4079086],"study_design_scores_gemma":[0.002645416,0.0009089644,0.01733885,0.4753335,0.3078374,0.006717928,0.005306647,5.54527e-7,1.71743e-8,0.004255126,0.1783081,0.001347495],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004619582,0.9954985,0.00008272503,0.0003375813,0.0009049135,0.002509083,0.0004804186,0.00001307632,0.0001274715],"genre_scores_gemma":[0.0001749209,0.9985778,0.00004834835,0.0001359025,0.00009945054,0.0003716055,0.0000565108,0.0000497224,0.0004856812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4065611,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764133035864578,"score_gpt":0.5102851660942443,"score_spread":0.3338718625077865,"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."}}