{"id":"W7164931856","doi":"10.1080/17153379.2022.12558075","title":"Love, Money and Obligation: Transnational Marriage in a Northeastern Thai Village.","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000555129,0.00009846382,0.0001470964,0.00008013868,0.0005136889,0.00004477563,0.0001377552,0.00004171217,0.001210077],"category_scores_gemma":[0.00006657015,0.0001074471,0.00004911307,0.000374349,0.0003887728,0.0001057168,0.0000684905,0.0001664596,0.00003884242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184323,"about_ca_system_score_gemma":0.0000790267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644861,"about_ca_topic_score_gemma":0.0007671069,"domain_scores_codex":[0.998413,0.0002626785,0.0001802037,0.0002461606,0.0005665729,0.0003313486],"domain_scores_gemma":[0.999555,0.000167588,0.000040462,0.00008989281,0.00002898379,0.000118068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003263721,0.0001018999,0.07395682,0.00001281505,0.00002729066,0.00002172009,0.3397554,0.00002966846,0.00001012183,0.5842554,0.0001883756,0.001607881],"study_design_scores_gemma":[0.0003539493,0.00002278671,0.008436143,0.000003123013,0.000006521427,0.000002019822,0.9613517,0.00008758385,0.000001666349,0.02096879,0.008621218,0.0001444781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0593162,0.0002339992,0.00008630292,0.01819421,0.0002713114,0.0003457165,0.00008485687,0.00006416616,0.9214032],"genre_scores_gemma":[0.9978451,0.000009881244,0.00008634663,0.00002680392,0.00009845637,0.00005017376,0.000006980017,0.00001075073,0.00186549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9385289,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427284337662248,"score_gpt":0.2565717607186621,"score_spread":0.2422989173420396,"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."}}