{"id":"W4410316543","doi":"10.32920/ifmj.v4i1-2.2026","title":"Life narratives and the cross-cultural communication of documentary films in the post-pandemic era","year":2024,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Pandemic; Documentary film; History; Coronavirus disease 2019 (COVID-19); Media studies; Visual arts; Sociology; Art; Art history; Literature; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001421149,0.00006224166,0.0001153345,0.0000387231,0.000512562,0.0002709273,0.0002737096,0.00003182461,0.0001070715],"category_scores_gemma":[0.001141115,0.00003008673,0.00004176765,0.0001011306,0.001018469,0.000553906,0.00007924428,0.000523654,0.000001256136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002429421,"about_ca_system_score_gemma":0.0001088724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006871,"about_ca_topic_score_gemma":0.002080102,"domain_scores_codex":[0.998691,0.0007437324,0.000208798,0.00006651631,0.0001882748,0.0001016338],"domain_scores_gemma":[0.9973355,0.002263979,0.0001033418,0.0001016951,0.0001417954,0.00005370356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001670033,0.00002205188,0.00543434,0.000008584851,0.00006903492,0.000002072608,0.9674608,0.000001054579,0.00009730659,0.009911206,0.004529486,0.01229705],"study_design_scores_gemma":[0.0009640633,0.00006429041,0.05514453,0.0003089084,0.0000326737,0.00005435256,0.8965427,0.000128339,0.00002236344,0.01080212,0.03584222,0.00009342664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347412,0.01615899,0.000003205097,0.04359428,0.0003498875,0.0001511051,0.000006304002,0.000005190417,0.004989847],"genre_scores_gemma":[0.9759247,0.02315201,0.00006062094,0.0006409879,0.0001253247,0.00001832936,0.000004947884,0.000002484656,0.00007056286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07091811,"threshold_uncertainty_score":0.3942264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409784150745295,"score_gpt":0.3747214818231517,"score_spread":0.3506236403156988,"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."}}