{"id":"W4389396905","doi":"10.54254/2753-7064/19/20231258","title":"A Study on Japanese Healing Films from Visual, Sound, and Narrative Aspects","year":2023,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Beauty; Aesthetics; Narrative; Sound design; Filmmaking; Simplicity; Cruelty; Innocence; Plot (graphics); Art; Psychology; Visual arts; Sound (geography); Literature; Movie theater; Epistemology; Psychoanalysis; Philosophy; Acoustics","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":[0.001056882,0.0001039155,0.0001526456,0.0006167903,0.0008989947,0.0006573384,0.00198851,0.00003397759,0.00001353731],"category_scores_gemma":[0.000432022,0.0001008272,0.00001978794,0.00107122,0.0004167599,0.0004741587,0.002575469,0.0005122392,0.0002285789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006433836,"about_ca_system_score_gemma":0.00005612983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005651838,"about_ca_topic_score_gemma":0.001548435,"domain_scores_codex":[0.9979141,0.0006839897,0.0002259892,0.0003169875,0.0005164789,0.0003424982],"domain_scores_gemma":[0.9954847,0.002761074,0.00002934479,0.001497779,0.0001618046,0.00006532466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000023732,0.001690408,0.004753748,0.0000204221,0.00005069549,0.00006820123,0.799862,0.00002118267,0.0001684854,0.183368,0.001636618,0.008336561],"study_design_scores_gemma":[0.001301329,0.002406209,0.0416212,0.0002377155,0.000003878245,0.000004209854,0.7464721,0.02786145,0.0001732892,0.1759693,0.003433432,0.0005158712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730556,0.000257586,0.00002629249,0.0008661795,0.00008363923,0.0005113575,0.000005699805,0.0001517133,0.02504196],"genre_scores_gemma":[0.9988042,0.0001240572,0.0001908015,0.00006957093,0.00002637762,0.000214484,0.00002166357,0.00001160633,0.0005372629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05338987,"threshold_uncertainty_score":0.6914431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4139946084833498,"score_gpt":0.4995747844842696,"score_spread":0.08558017600091977,"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."}}