{"id":"W7164944724","doi":"10.1080/17153379.2012.12556721","title":"Water: Asia’s New Battleground.","year":2012,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002993659,0.0001123123,0.0001207854,0.00003001731,0.0002899593,0.00008341541,0.0002154899,0.0001145381,0.002916153],"category_scores_gemma":[0.00003533566,0.00008056324,0.00006778719,0.0001053231,0.0001438348,0.0006986763,0.00003670257,0.0001239766,0.001651103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801402,"about_ca_system_score_gemma":0.00007297743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009139134,"about_ca_topic_score_gemma":0.0001304072,"domain_scores_codex":[0.9986604,0.00006194528,0.0001256649,0.000145075,0.0003351731,0.0006717083],"domain_scores_gemma":[0.9994349,0.00001931619,0.00003820327,0.0001856416,0.00002293704,0.0002990101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002589845,0.00007844013,0.03139283,0.00001480022,0.00004927541,0.000005901008,0.266919,0.000003768661,0.001973612,0.1516052,0.5260395,0.02189175],"study_design_scores_gemma":[0.0001147438,0.00001120464,0.001416559,0.000005913321,0.000008174777,0.000001913123,0.1420745,5.860746e-7,0.002174602,0.002095668,0.8519394,0.0001567417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006301886,0.0002399285,0.0002428642,0.001673651,0.001780167,0.0001071993,0.000004547933,0.000118387,0.9895314],"genre_scores_gemma":[0.955649,0.00006476419,0.0003119411,0.0000213778,0.002009847,0.000003683262,0.000007602454,0.00001305102,0.04191877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9493471,"threshold_uncertainty_score":0.9991263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508370238233184,"score_gpt":0.2506412113921325,"score_spread":0.2355575090098007,"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."}}