{"id":"W7164934638","doi":"10.1080/17153379.2021.12559751","title":"Electoral Dynamics in the Philippines: Money Politics, Patronage, and Clientelism at the Grassroots.","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Clientelism; Dynamics (music); Government (linguistics); Phenomenon","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460429,0.0001462725,0.0001384421,0.001041495,0.005288604,0.003599035,0.000561207,0.0007801303,0.01264362],"category_scores_gemma":[0.003710438,0.0001454763,0.0000657693,0.001997447,0.004687632,0.002066112,0.002335825,0.001522194,0.0006938477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004359949,"about_ca_system_score_gemma":0.005280264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09899108,"about_ca_topic_score_gemma":0.1946835,"domain_scores_codex":[0.9989266,0.000552024,0.0000147267,0.00004618832,0.00007978191,0.0003805769],"domain_scores_gemma":[0.9978029,0.0005226258,0.0003414772,0.00004212827,0.0003042855,0.0009865144],"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":[0.0002313388,0.0003178996,0.2528137,0.0003509698,0.00004656674,0.002358097,0.4266674,0.0008236963,0.0006731397,0.1630051,0.04732129,0.1053908],"study_design_scores_gemma":[0.0000197469,0.00008471197,0.4127265,0.0002323329,0.00002408781,0.0002746064,0.4484285,0.000794631,0.0003002295,0.007480442,0.1295938,0.00004048957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772142,0.003250639,0.0001913408,0.03510608,0.00007467167,0.00001953413,0.0002048156,0.00002387481,0.08391493],"genre_scores_gemma":[0.9946234,0.0006520712,0.00002839302,0.0003158014,0.00002571055,0.000007538154,0.00001656861,0.000006792564,0.004323752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09899108,"threshold_uncertainty_score":0.1968298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246573405177516,"score_gpt":0.2524397270242962,"score_spread":0.239973992972521,"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."}}