{"id":"W4396863914","doi":"10.2147/prbm.s455783","title":"Communal Riots and Its Psychological Impact: A Systematic Review Study in Indian Context","year":2024,"lang":"en","type":"review","venue":"Psychology Research and Behavior Management","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Faisal University; Deanship of Scientific Research, King Faisal University","keywords":"Context (archaeology); Psychology; Psychological intervention; Applied psychology; Social psychology; Medicine; History; Psychiatry; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006374691,0.0007797565,0.003382341,0.001772388,0.0002255905,0.0001300611,0.0009721881,0.0005218922,0.0006182251],"category_scores_gemma":[0.00005867254,0.0005319059,0.0003084418,0.001463939,0.0003276529,0.0000669165,0.0009165165,0.00276804,0.001230135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005125467,"about_ca_system_score_gemma":0.00008392051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748396,"about_ca_topic_score_gemma":0.0003584238,"domain_scores_codex":[0.9906761,0.003756436,0.001718949,0.001806946,0.0006627019,0.001378868],"domain_scores_gemma":[0.99718,0.0004642716,0.0002690365,0.00147989,0.00007148556,0.0005352506],"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":[0.00005955835,0.004475987,0.0005056412,0.6744497,0.0004517171,0.004677338,0.0008451723,3.652317e-10,2.678843e-8,0.0003721846,0.004386125,0.3097765],"study_design_scores_gemma":[0.004514919,0.01091058,0.02324983,0.8069957,0.01083773,0.002742657,0.005197148,2.060023e-7,7.437589e-9,0.0002829407,0.1336584,0.001609947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005288069,0.9705581,2.183272e-7,0.0002384834,0.000592289,0.0216379,0.00009307344,0.00006580255,0.001526039],"genre_scores_gemma":[0.01361972,0.9695236,0.00000406605,0.0005706353,0.00005888901,0.01363179,0.00006661897,0.00008316606,0.002441487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3081666,"threshold_uncertainty_score":0.9997132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4900862129060883,"score_gpt":0.6652481497714704,"score_spread":0.1751619368653821,"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."}}