{"id":"W2006130283","doi":"10.1111/j.1467-9639.2007.00268.x","title":"Estimating Mortality in War‐Time Iraq: A Controversial Survey with Important Lessons for Students","year":2007,"lang":"en","type":"article","venue":"Teaching Statistics","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Framing (construction); Ambiguity; Politics; Statistical analysis; Statistics; Mathematics education; Social science; Sociology; Psychology; Political science; Geography; Law; Mathematics; Computer science; Archaeology","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":[0.03119143,0.001149709,0.0006884306,0.001264372,0.002167397,0.003599504,0.002307489,0.002434145,0.003986647],"category_scores_gemma":[0.07428402,0.000729495,0.0005485642,0.001219245,0.001971783,0.003406555,0.002706451,0.00559001,0.001561398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326945,"about_ca_system_score_gemma":0.003015913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291485,"about_ca_topic_score_gemma":0.004861469,"domain_scores_codex":[0.9909726,0.006489713,0.0005169206,0.0003901555,0.00133728,0.0002932972],"domain_scores_gemma":[0.9600607,0.02771482,0.001741958,0.001695029,0.006561064,0.002226465],"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":[0.0002229005,0.00330259,0.05291712,0.001600958,0.0001016868,0.001428361,0.05370489,0.002064124,0.004149938,0.007279945,0.2990799,0.5741476],"study_design_scores_gemma":[0.0003800852,0.004730172,0.107518,0.005618525,0.0002006376,0.002762075,0.126123,0.006976355,0.009877204,0.04496993,0.6904693,0.0003747489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1963418,0.009854188,0.03938077,0.7258447,0.009149758,0.001404668,0.0007692878,0.0007787974,0.01647598],"genre_scores_gemma":[0.6564495,0.0286444,0.1386407,0.1295282,0.0190814,0.002653459,0.00134808,0.0006345767,0.02301965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03119143,"threshold_uncertainty_score":0.1649581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177788992283019,"score_gpt":0.5400823122490737,"score_spread":0.4223034130207718,"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."}}