{"id":"W7084075637","doi":"10.64628/aam.hdwsxfwum","title":"How Malaysian voters defied the odds and ousted corruption","year":2018,"lang":"en","type":"article","venue":"","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Odds; Language change; Government (linguistics); Work (physics)","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":[0.0032487,0.0002060611,0.0001732284,0.0004654657,0.003876374,0.005074755,0.0002639417,0.002012712,0.008298683],"category_scores_gemma":[0.006777537,0.0001679643,0.0001822434,0.0005555853,0.00359145,0.002611943,0.001925905,0.004563403,0.0007145372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003545006,"about_ca_system_score_gemma":0.00355745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02800253,"about_ca_topic_score_gemma":0.04567124,"domain_scores_codex":[0.9973604,0.0009407891,0.00006231246,0.0001119261,0.0003523167,0.001172233],"domain_scores_gemma":[0.99732,0.0008005654,0.0005211672,0.0001308569,0.0005911232,0.0006361998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001104745,0.0002145944,0.2381487,0.0003930618,0.0001615191,0.001518506,0.07684049,0.001446596,0.002989662,0.5173985,0.06873369,0.09104986],"study_design_scores_gemma":[0.0001381267,0.0004682765,0.1997767,0.0009198567,0.000130831,0.0004266915,0.1975721,0.002251884,0.005225592,0.06273327,0.5301492,0.0002074826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7966096,0.001040519,0.0005492533,0.07719854,0.0005769566,0.00003478895,0.0002052735,0.00001392992,0.1237711],"genre_scores_gemma":[0.9828072,0.0002980317,0.00008157863,0.005021882,0.00004903565,0.000006359094,0.00001850352,0.00000893895,0.0117085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02800253,"threshold_uncertainty_score":0.05567908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223067981947104,"score_gpt":0.2114687806837423,"score_spread":0.1992381008642713,"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."}}