{"id":"W2324087743","doi":"10.1386/ijcis.8.2-3.97_2","title":"Sociology in Iraq: The centennial celebration of Ali al-Wardi","year":2014,"lang":"en","type":"article","venue":"International Journal of Contemporary Iraqi Studies","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Centennial; Criminology; Sociology; Political science; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002388113,0.000147165,0.0005846551,0.00021299,0.0002488381,0.000004616405,0.0004126166,0.00009126258,0.00003041819],"category_scores_gemma":[0.001595758,0.00009216634,0.0001489444,0.00008886361,0.0003101026,0.0001937713,0.0001754781,0.0005775132,0.00001741706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370716,"about_ca_system_score_gemma":0.0004029484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659009,"about_ca_topic_score_gemma":0.00008515294,"domain_scores_codex":[0.9967866,0.000782169,0.001557492,0.0001272347,0.0004917144,0.0002548149],"domain_scores_gemma":[0.995153,0.001800393,0.001302145,0.0001274621,0.00155857,0.00005847952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002036296,0.0003243411,0.6223783,0.0002624222,0.002217166,0.00007006493,0.163422,0.00005001889,0.001201981,0.02351809,0.176078,0.008441336],"study_design_scores_gemma":[0.004117271,0.0005085418,0.1630938,0.0006731712,0.00003202382,0.0000133991,0.03069173,0.0000897889,0.00008972434,0.003542568,0.7969774,0.0001705698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.698915,0.01067801,0.0004514198,0.268657,0.007857746,0.0005593712,0.00002834456,0.00002084868,0.01283224],"genre_scores_gemma":[0.9839209,0.001252092,0.00006702116,0.01338499,0.001030509,0.00002535895,0.000003627899,0.0000106087,0.0003048507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6208994,"threshold_uncertainty_score":0.3758434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147104494647325,"score_gpt":0.4829522146700959,"score_spread":0.335847720022771,"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."}}