{"id":"W2312563960","doi":"10.17742/image.scandal.4-1.2","title":"BEAUTIFUL JUNKIES: IMAGES OF DEGRADATION IN REQUIEM FOR A DREAM","year":2013,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dream; Art; Monster; Sobriety; Solitude; Literature; Power (physics); Character (mathematics); Psychoanalysis; Art history; Psychology; Physics","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002480858,0.0001608015,0.0004685145,0.0002933388,0.0002658442,0.001456412,0.0001890421,0.00002097629,0.0002051657],"category_scores_gemma":[0.001009223,0.0001131602,0.0002586838,0.0001657581,0.003281852,0.009987485,0.00003549724,0.0001466206,0.000007459972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006898973,"about_ca_system_score_gemma":0.00003451778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570805,"about_ca_topic_score_gemma":0.000108364,"domain_scores_codex":[0.9986218,0.00003980612,0.0007687498,0.0001326105,0.0002356473,0.0002013866],"domain_scores_gemma":[0.984316,0.0001721711,0.0006037038,0.00009779727,0.01477224,0.00003810056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000206916,0.001268686,0.007189356,0.000840092,0.003036703,0.00006279862,0.187708,0.00006272742,0.0464876,0.3311951,0.3345265,0.08741547],"study_design_scores_gemma":[0.009616261,0.001875318,0.0471193,0.001878123,0.001558613,0.0003174089,0.3871324,0.0004173109,0.0224067,0.1712601,0.3542999,0.00211852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8329716,0.02149377,0.001138948,0.01747444,0.001152579,0.001011475,0.0003893732,0.00006076413,0.1243071],"genre_scores_gemma":[0.9879001,0.0004295308,0.005163522,0.0001361224,0.0003231208,0.00002913606,0.00002010712,0.00001231459,0.005986093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994244,"threshold_uncertainty_score":0.9995801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464214879166701,"score_gpt":0.3714887327046794,"score_spread":0.3368465839130124,"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."}}