{"id":"W4244241677","doi":"10.1017/s2151348100003037","title":"The Zabbaleen in Film - Garbage Dreams (Egypt) 2009. 79 minutes. In Arabic and English with subtitles as needed. Director: Mai Iskander. Distributor: The Cinema Guild, 115 West 30<sup>th</sup> Street, Suite 800, New York NY 10001 (800 723–5522 toll free; 212 685–6242; fax: 212 285–4717; info@cinemaguild.com;www.cinemaguild.com). - Marina of the Zabbaleen (Egypt) 2008. 70 minutes. In Arabic w/English subtitles. Director: Engi Wassef. Distributor: Torch Films, 250 Homer St., Olean NY (212 292–3126; ecommerce@torchfilms.com; www.torchfiIms.com).","year":2012,"lang":"en","type":"article","venue":"Review of Middle East Studies","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University","funders":"","keywords":"Movie theater; Art; Arabic; Toll; Guild; Garbage; Media studies; Engineering; History; Ancient history; Advertising; Visual arts; Art history; Sociology; Business; Linguistics","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.006450659,0.00196367,0.003786961,0.0003774995,0.001410331,0.0003773423,0.003877895,0.0006857123,0.001414048],"category_scores_gemma":[0.005374955,0.001314344,0.001086798,0.002555997,0.003190382,0.0009241819,0.001955544,0.00200982,0.00005981555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212878,"about_ca_system_score_gemma":0.001155514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03331392,"about_ca_topic_score_gemma":0.05388842,"domain_scores_codex":[0.986385,0.002473918,0.003525049,0.001680261,0.002590463,0.003345344],"domain_scores_gemma":[0.9895851,0.003238332,0.00189076,0.003216045,0.001069509,0.001000262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002037798,0.001575667,0.5153332,0.004233456,0.001175775,0.00003477998,0.04548668,0.00008887406,0.00001981747,0.002720484,0.4253098,0.003817662],"study_design_scores_gemma":[0.006636289,0.0005127892,0.1620675,0.01235821,0.00119478,0.00002933565,0.069734,0.0002760955,0.0001172891,0.0003618878,0.7437045,0.003007311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3330171,0.6251675,0.00001642367,0.006823445,0.002219014,0.006809964,0.004371208,0.0003075418,0.02126788],"genre_scores_gemma":[0.8074539,0.1596844,0.0002184368,0.001023729,0.00247637,0.0007221994,0.0005509608,0.0003649902,0.02750495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4744369,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970024068146105,"score_gpt":0.2636005484918126,"score_spread":0.2339003078103515,"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."}}