{"id":"W4406242921","doi":"10.1386/josc_00164_1","title":"Documenting trauma in the age of transitional justice: A study of Jesse Hung Wai-Kin’s (J. C. Hung) documentaries on Taiwan’s Public Television Service","year":2024,"lang":"en","type":"article","venue":"Journal of Screenwriting","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Public service; Economic Justice; Gender studies; Media studies; Service (business); Sociology; Political science; Art; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003091487,0.0002060468,0.0004417608,0.0005299412,0.0001715534,0.000211758,0.0004677956,0.00009733133,0.0003197555],"category_scores_gemma":[0.00008647591,0.0001580257,0.0001696358,0.0005843781,0.00005491631,0.0006268006,0.00003265295,0.0007251606,0.000006287017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238594,"about_ca_system_score_gemma":0.00006669255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002805127,"about_ca_topic_score_gemma":0.0006557801,"domain_scores_codex":[0.9965507,0.0006010893,0.001408806,0.0002477104,0.0008831095,0.0003085871],"domain_scores_gemma":[0.9982178,0.0006423588,0.0005523509,0.0002566458,0.0002731475,0.00005772554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004493068,0.01607347,0.03190755,0.005174487,0.002768904,0.004794956,0.2089679,0.002276387,0.03067357,0.2853594,0.007288903,0.4002214],"study_design_scores_gemma":[0.003936571,0.001877809,0.05536623,0.001775061,0.0005104003,0.0003164577,0.9332915,0.0005130831,0.0005510261,0.0004167601,0.00117269,0.0002724069],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682024,0.000688107,0.0004294817,0.003690215,0.0001466903,0.0003717968,0.00001242478,0.0000166446,0.0264422],"genre_scores_gemma":[0.9985906,0.00001648692,0.000391179,0.0004231544,0.000486682,0.00001312562,0.00001494159,0.00002486264,0.0000389795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7243236,"threshold_uncertainty_score":0.64441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335182319302227,"score_gpt":0.3582139497103778,"score_spread":0.2948621265173555,"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."}}