{"id":"W4386144883","doi":"10.1525/vs.2023.18.3.158","title":"Review: <i>Warring Visions: Photography and Vietnam</i>, by Thy Phu","year":2023,"lang":"en","type":"article","venue":"Journal of Vietnamese Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Icon; Vietnamese; Photography; Vietnam War; Citation; History; Art history; Media studies; Art; Library science; Visual arts; Sociology; Computer science; Archaeology; Anthropology; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002625256,0.0002582952,0.0008352335,0.0002163212,0.002425998,0.00004781878,0.000323872,0.00008020809,0.00004650151],"category_scores_gemma":[0.001573459,0.0001899123,0.000358249,0.001245841,0.0008282873,0.0004482075,0.0001712986,0.0003731906,0.00003560967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009275148,"about_ca_system_score_gemma":0.0000910438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008832304,"about_ca_topic_score_gemma":0.00007769406,"domain_scores_codex":[0.9975805,0.0002900154,0.0007032676,0.0002526884,0.0007201779,0.0004533426],"domain_scores_gemma":[0.9982774,0.0001193719,0.0005502225,0.0001664125,0.0006782352,0.0002083847],"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":[0.00002367731,0.00005126656,0.0009104154,0.0004125253,0.0005205707,0.00004025428,0.06706673,8.35089e-7,0.0003017075,0.0003471819,0.9237229,0.006601993],"study_design_scores_gemma":[0.000355207,0.0001559506,0.0002006203,0.002228065,0.0002008168,0.00001457589,0.1391349,7.789089e-7,0.00001157237,0.001112743,0.8563508,0.0002339624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0102604,0.9527712,0.000008943409,0.02623552,0.001403294,0.0003765359,0.00001394119,0.0001176655,0.008812466],"genre_scores_gemma":[0.1028613,0.8924448,0.0002007841,0.002348836,0.0005254535,0.00003703159,0.000001590034,0.0000256304,0.001554566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09260092,"threshold_uncertainty_score":0.9988727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507418457092703,"score_gpt":0.3801846470416554,"score_spread":0.3451104624707284,"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."}}