{"id":"W2028333982","doi":"10.1016/j.socscimed.2010.03.039","title":"Human-initiated disaster, social disorganization and post-traumatic stress disorder above Nigeria’s oil basins","year":2010,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Unrest; Psychiatry; Refugee; Traumatic stress; Psychology; Medicine; Psychological resilience; Suicide prevention; Poison control; Medical emergency; Social psychology; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006454932,0.0001797789,0.0002671932,0.0001516927,0.001524076,0.00005483033,0.0002659142,0.0001650004,0.002050316],"category_scores_gemma":[0.0002427229,0.0001496814,0.00002753386,0.0008119247,0.001711011,0.0002532873,0.00003068579,0.0003139208,0.00003447711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000374812,"about_ca_system_score_gemma":0.0001403107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824572,"about_ca_topic_score_gemma":0.01670332,"domain_scores_codex":[0.9980544,0.0001003334,0.0003888902,0.0004197265,0.0005098587,0.0005267235],"domain_scores_gemma":[0.9991032,0.00005387991,0.0001882204,0.0001638029,0.0002661349,0.0002247081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000341332,0.0003943582,0.08899311,0.00008944399,0.00001962155,0.000004947482,0.8174067,8.266778e-8,0.01391283,0.03131184,0.00187787,0.04595509],"study_design_scores_gemma":[0.00166241,0.0002186629,0.9232175,0.00002775055,0.00003609055,0.000006656616,0.07255937,0.000009846565,0.00003071865,0.0009281874,0.001062154,0.0002406463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813412,0.00007325126,0.00008466432,0.004695783,0.001408264,0.0001783259,0.00005314014,0.00008120846,0.01208421],"genre_scores_gemma":[0.9970306,0.000009147843,0.00000757657,0.0009538825,0.001222722,0.00002078424,0.00008440177,0.00002055961,0.0006502927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8342244,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433895831465637,"score_gpt":0.3598571405625606,"score_spread":0.3355181822479042,"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."}}