{"id":"W1974885065","doi":"10.1109/mpul.2011.940392","title":"The Dream Factory","year":2011,"lang":"en","type":"article","venue":"IEEE Pulse","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"European union; Factory (object-oriented programming); Bureaucracy; Principal (computer security); Dream; Process (computing); Engineering; Public administration; Business; Political science; Computer science; Law; International trade; Computer security; Psychology","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":[0.0004122692,0.00003101547,0.00002564281,0.00001357898,0.0006022241,0.00004916281,0.0003334493,0.0000228439,0.0005537214],"category_scores_gemma":[0.00009582804,0.00001983451,0.00003085827,0.00008189701,0.0002420356,0.0001737055,0.00001092715,0.00004286617,0.0005398648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003176206,"about_ca_system_score_gemma":0.0000768975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004330762,"about_ca_topic_score_gemma":0.002880882,"domain_scores_codex":[0.9993865,0.00004340341,0.00005987472,0.00007481333,0.0002565337,0.0001788552],"domain_scores_gemma":[0.9997172,0.00006690909,0.00002367805,0.00008082989,0.00005192181,0.00005940605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002706878,0.0001081463,0.01943979,0.000001073892,0.00001703871,0.00001491043,0.06351681,0.0000012439,0.0007022639,0.8347012,0.02397582,0.05749463],"study_design_scores_gemma":[0.0001558302,0.00004366454,0.0853351,0.000007003546,0.000006622002,0.000001204482,0.006988738,0.00001903808,0.00392946,0.1018613,0.8014418,0.0002102019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2605065,0.00002937402,0.00004085298,0.000564054,0.0009130757,0.0000542259,0.000001011741,0.00003171114,0.7378592],"genre_scores_gemma":[0.9864799,0.00003398626,0.00002671897,0.0002689195,0.0002217378,0.000005693092,1.513997e-7,0.000001969173,0.01296094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.777466,"threshold_uncertainty_score":0.693905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07296575568095855,"score_gpt":0.3410920827289293,"score_spread":0.2681263270479708,"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."}}