{"id":"W3124373660","doi":"","title":"Regulating Water and War in Iraq: A Dangerous Dark Side of New Governance","year":2014,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Scholarship; Inefficiency; Language change; Political science; Project governance; Public administration; Human rights; Law; Political economy; Sociology; Economics; Management","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":[0.0003332296,0.0001051344,0.0002044851,0.0009148621,0.0002250325,0.000008473213,0.0001631675,0.00006601134,0.000008958024],"category_scores_gemma":[0.0002076542,0.00009627912,0.00004511719,0.001546039,0.0001978079,0.0002833045,0.0001432956,0.00009576868,0.00000311174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008120957,"about_ca_system_score_gemma":0.0001151171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.282063,"about_ca_topic_score_gemma":0.2247171,"domain_scores_codex":[0.9989787,0.0001840128,0.000127432,0.000244664,0.0001823002,0.0002829436],"domain_scores_gemma":[0.9995632,0.0001147347,0.00006173758,0.0001496548,0.00005375705,0.00005694696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004508476,0.0001855612,0.02802193,0.000199315,0.0001121421,0.0001115788,0.7431197,0.00007800683,0.0002011657,0.03520857,0.001502718,0.1908085],"study_design_scores_gemma":[0.000571826,0.00006479383,0.001690624,0.00005745657,0.00001860543,8.615916e-7,0.006837832,0.00002722019,0.0003608401,0.00004222897,0.9901808,0.0001469238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.481171,0.00001056177,0.00006419636,0.0003319395,0.00005473344,0.0001589035,0.000003683664,0.0000338277,0.5181711],"genre_scores_gemma":[0.9772355,0.0215831,0.0007631133,0.00006109516,0.0000792664,3.98507e-7,0.000001693229,0.000006856934,0.0002689837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886781,"threshold_uncertainty_score":0.7894297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874257552988839,"score_gpt":0.2323766632462357,"score_spread":0.2136340877163473,"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."}}