{"id":"W4388950429","doi":"10.1353/jaas.2023.a913081","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Journal of Asian American Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmentalism; Context (archaeology); Indigenous; Environmental ethics; Environmental justice; Sociology; Economic Justice; Political science; Media studies; History; Politics; Law; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006953846,0.00006815155,0.0002821749,0.0001263342,0.0008463596,0.00001384679,0.0001140698,0.00001300595,0.00003269405],"category_scores_gemma":[0.0007962543,0.00005123001,0.000106715,0.0008416176,0.001004227,0.0001505714,0.00002677839,0.0001207268,0.0000829987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241154,"about_ca_system_score_gemma":0.00006411855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009205748,"about_ca_topic_score_gemma":0.0001892481,"domain_scores_codex":[0.9990612,0.0001377489,0.0002177991,0.00007943266,0.0003272841,0.0001765422],"domain_scores_gemma":[0.9992096,0.00002446715,0.0003227918,0.0000579204,0.0003277769,0.00005739764],"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":[0.0000225398,0.0000194039,0.0006029002,0.000006753784,0.0002817804,0.00003052831,0.2408852,0.000008093185,0.0000619909,0.002881469,0.7031577,0.05204165],"study_design_scores_gemma":[0.00004463789,0.0000813673,0.001567751,0.000007358452,0.00002089193,0.000003438486,0.4527964,6.968067e-8,0.000002986477,0.0003806341,0.5450556,0.000038824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1118148,0.01145095,0.00008995905,0.6799332,0.01041371,0.0002533453,0.000004273028,0.000318338,0.1857214],"genre_scores_gemma":[0.9779712,0.00459931,0.0004174172,0.0002065866,0.006609229,0.00000399705,2.666384e-7,0.00000945282,0.01018254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8661564,"threshold_uncertainty_score":0.65096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908296796335675,"score_gpt":0.3594765315857899,"score_spread":0.3303935636224332,"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."}}