{"id":"W4230736602","doi":"10.1126/science.348.6235.628","title":"Brave new world <b>The E-Waste Tragedy</b> <i>Cosima Dannoritzer, director</i> . Media 3.14, Spain, 2014. 86 minutes. <b>Tiger Tiger</b> <i>George Butler, director</i> . White Mountain Films, United States, 2015. 90 minutes. <b>Just Eat It: A Food Waste Story</b> <i>Grant Baldwin, director</i> . Peg Leg Films, Canada, 2014. 75 minutes. <b>Seeds of Time</b> <i>Sandy McLeod, director</i> . Hungry, United States, 2014. 77 minutes. <b>Bikes vs Cars</b> <i>Fredrik Gertten, director</i> . WG Film, Sweden, 2015. 88 minutes. <b>Cowspiracy: The Sustainability Secret</b> <i>Kip Andersen and Keegan Kuhn, directors</i> . A.U.M. Films and First Spark Media, United States, 2014. 91 minutes. <b>Return of the River</b> <i>John Gussman and Jessica Plumb, directors</i> . Elwhafilm LLC, United States, 2014. 70 minutes. <b>Who Owns Water</b> <i>David Hanson, Michael Hanson, Andrew Kornylak, directors</i> . MoDoc and Fourmile Media, United States, 2014. 50 minutes. <b>Gambling on Extinction</b> <i>Jakob Kneser, director</i> . Real to Reel Productions Inc., a&amp;o buero filmproduktion, Germany, 2014. 52 minutes.","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newnham College, University of Cambridge","keywords":"Tiger; George (robot); White (mutation); Tragedy (event); Movie theater; Media studies; Political science; Environmental ethics; Sociology; History; Art history; Social science","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01068074,0.00808057,0.007669997,0.006058109,0.007521366,0.003877477,0.006574033,0.002007546,0.00105146],"category_scores_gemma":[0.003482664,0.006365625,0.001479588,0.009200167,0.01547709,0.004987297,0.00428037,0.005650251,0.0001097771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279709,"about_ca_system_score_gemma":0.003185261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2765573,"about_ca_topic_score_gemma":0.3804328,"domain_scores_codex":[0.9602169,0.005308884,0.007802013,0.00957671,0.008277915,0.008817597],"domain_scores_gemma":[0.9630927,0.009226866,0.004971249,0.00818757,0.007726856,0.006794778],"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":[0.002567992,0.001915668,0.01026391,0.001684403,0.001121403,0.0002603351,0.04665607,0.004154704,0.006427427,0.00005659664,0.9242221,0.0006694099],"study_design_scores_gemma":[0.01016375,0.001667781,0.002772494,0.002754386,0.002953733,0.0003618455,0.01758943,0.007575138,0.01978843,0.0002816093,0.9263968,0.00769457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7130891,0.1436785,0.0001678541,0.038356,0.01117927,0.01613022,0.07406586,0.002433878,0.0008992782],"genre_scores_gemma":[0.2923301,0.2592225,0.006193331,0.04336738,0.01226591,0.00809415,0.1979481,0.008041941,0.1725365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.420759,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174848179738314,"score_gpt":0.2168130800525801,"score_spread":0.1993282620787487,"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."}}