{"id":"W2156668447","doi":"10.1017/s0147547909990317","title":"A Path to Modernization: A Review of Documentaries on Migration and Migrant Labor in China -Manufactured Landscapes(2007) 90 minutes. Director: Jennifer Baichwal. Director of photography: Peter Mettler. Produced by Nick de Pencier, Daniel Iron, and Jennifer Baichwal. Released by Zeitgeist Films. -Bing Ai(2007) 114 minutes. Director, writer, and producer: Feng Yan. http://www.cidfa.com/modules/index.php -Up the Yangtze(2008) 94 minutes. Writer and director: Yung Chang. Director of photography: Wang Shi Qing. Producers: Mila Aung-Thwin, Germaine Ying-Gee Wong, and John Christou. Released by Zeitgeist Films. -Losers and Winners(2007) 96 minutes. Directors: Ulrike Franke and Michael Loeken. Released by Icarus Films. -China Blue(2005) 86 minutes. Producer and director: Micha X. Peled. Released by Bullfrog Films. -Mardi Gras(2007) 74 minutes. Producer, director, and editor: David Redmon. Directors of photography: David Redmon and Kathleen Rivera. Released by Carnivalesque Films. -A Decent Factory(2005) 79 minutes. Directed, written, and produced by Thomas Balmès for Margot Films/BBC, and Kaarle Aho for Making Movies. Released by First Run/Icarus Films.","year":2010,"lang":"en","type":"review","venue":"International Labor and Working-Class History","topic":"Hong Kong and Taiwan Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Modernization theory; Capitalism; Sociology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.00390042,0.004328947,0.00666125,0.001671864,0.001682283,0.000927417,0.001273678,0.001926847,0.0001247289],"category_scores_gemma":[0.003613487,0.004053362,0.0007811645,0.001543307,0.004399016,0.001330791,0.0007408582,0.002320898,6.34916e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553438,"about_ca_system_score_gemma":0.0009098674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261312,"about_ca_topic_score_gemma":0.004365942,"domain_scores_codex":[0.9808746,0.002035778,0.004548275,0.006804829,0.002523085,0.003213456],"domain_scores_gemma":[0.9866193,0.003550956,0.004044797,0.002081893,0.001382953,0.002320131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002925575,0.001638979,0.03553832,0.01650864,0.001967389,0.00003547477,0.005551518,8.903287e-7,0.06352071,0.00001081342,0.8645851,0.007716559],"study_design_scores_gemma":[0.008649169,0.001122844,0.003568245,0.01625296,0.003477607,0.00008627188,0.000607526,0.0006877874,0.01945928,0.00001604513,0.9413816,0.004690649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.300122,0.6655469,0.00001420719,0.001847379,0.001407125,0.008661467,0.02200965,0.0003153432,0.00007593229],"genre_scores_gemma":[0.132597,0.8450161,0.003148888,0.001937194,0.00100345,0.003160694,0.008608678,0.001148264,0.003379687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1794693,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008544369952790964,"score_gpt":0.2402933646239868,"score_spread":0.2317489946711958,"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."}}