{"id":"W3156229176","doi":"10.24908/iqurcp.9927","title":"Problematizing the Privatization of Water","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodity; Viewpoints; Liberalization; Principal (computer security); Corporation; Water sector; Business; Private sector; Duty; International trade and water; Economics; Economic policy; Free trade; Market economy; Water supply; International trade; Political science; Economic growth; Finance; International free trade agreement; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003190925,0.0001405023,0.0001921949,0.0001673831,0.001211036,0.0004024938,0.0008849758,0.0001380585,0.000169496],"category_scores_gemma":[0.0007050822,0.00008258301,0.00004882952,0.0007588656,0.003358854,0.0009216522,0.0002649899,0.0004062828,0.00009886242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137196,"about_ca_system_score_gemma":0.0003843057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500702,"about_ca_topic_score_gemma":0.0001579937,"domain_scores_codex":[0.9968351,0.0001660949,0.0003589826,0.0003312266,0.001507823,0.0008008355],"domain_scores_gemma":[0.9963303,0.000106592,0.0001443652,0.0001848287,0.003115782,0.0001181482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004071024,0.00003151842,0.00554734,0.0001066358,0.00003197791,7.643334e-7,0.1624566,4.685286e-7,0.02958243,0.7860492,0.01347717,0.002675149],"study_design_scores_gemma":[0.0003462238,0.0003368079,0.002160519,0.0003941269,0.0000144354,0.000002642623,0.02917979,0.0001667766,0.1728843,0.6890053,0.105203,0.0003061349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811568,0.00002806835,0.002484608,0.1097801,0.0004165078,0.00154489,0.000004236515,0.0001504699,0.1044342],"genre_scores_gemma":[0.9966529,0.0002225791,0.0003860593,0.00009613558,0.0007249383,0.00005096277,0.000003167583,0.00001765914,0.001845616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215496,"threshold_uncertainty_score":0.9993534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09736833966337106,"score_gpt":0.3853836523845776,"score_spread":0.2880153127212066,"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."}}