{"id":"W4410868354","doi":"10.3390/humans5020015","title":"An Inheritance Saga: Migration, Kinship, and Postcolonial Bureaucracy in the Llorente vs. Llorente Case of Nabua, Philippines","year":2025,"lang":"en","type":"article","venue":"Humans","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Purdue University","keywords":"Kinship; Inheritance (genetic algorithm); Bureaucracy; Genealogy; Sociology; Geography; Anthropology; History; Political science; Genetics; Biology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004728556,0.00008374166,0.0001212156,0.00009056213,0.0003280019,0.00007962239,0.0001870742,0.00006753716,0.00004834905],"category_scores_gemma":[0.0001062797,0.00006723202,0.00003012618,0.0004066496,0.0002555666,0.0001948884,0.00001118092,0.0001127707,0.000001119669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002856932,"about_ca_system_score_gemma":0.00007962291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045302,"about_ca_topic_score_gemma":0.6777204,"domain_scores_codex":[0.9990844,0.0002374768,0.0002151778,0.0001654874,0.0001476498,0.0001498305],"domain_scores_gemma":[0.9995357,0.00007771959,0.00006975522,0.0001748735,0.0001079099,0.00003408476],"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":[0.00008038646,0.0003274551,0.1113593,0.00004981957,0.00002012331,0.00009686658,0.3667446,0.00004618841,0.0006200158,0.5142998,0.003405705,0.002949669],"study_design_scores_gemma":[0.002685574,0.0004638873,0.5409794,0.0002808974,0.0001269864,0.00004356544,0.1462022,0.003722788,0.0001429312,0.02837797,0.2762203,0.0007534496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915033,0.0002603042,0.00007112852,0.005814256,0.0001475945,0.0002544228,0.00001722695,0.00002192304,0.001909832],"genre_scores_gemma":[0.998324,0.0002958284,0.00006634799,0.0006023512,0.00008045221,0.00001901532,0.00001532573,0.000003930553,0.0005927442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.672675,"threshold_uncertainty_score":0.7627021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987929674774494,"score_gpt":0.3354649358927135,"score_spread":0.3155856391449685,"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."}}