{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02606473,0.0006708116,0.000722595,0.001522778,0.0075531,0.02052388,0.003886773,0.004346821,0.08776028],"category_scores_gemma":[0.03088223,0.0009270823,0.001142294,0.001883761,0.007573982,0.01847193,0.01922516,0.008086463,0.06046434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006117114,"about_ca_system_score_gemma":0.01911776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531568,"about_ca_topic_score_gemma":0.005352192,"domain_scores_codex":[0.9884846,0.005078469,0.0004777075,0.001437318,0.003026885,0.00149512],"domain_scores_gemma":[0.9788911,0.00335769,0.0006421003,0.006065379,0.003146614,0.00789717],"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":[0.00007101391,0.00003875805,0.0003429147,0.00009581508,0.00001216594,0.00006178227,0.001373791,0.0001477747,0.0001687125,0.5219511,0.4275195,0.04821656],"study_design_scores_gemma":[0.00001074676,0.0000109731,0.00008333012,0.00008897456,0.000001687664,0.00004336435,0.0008176371,0.0000628881,0.0001217619,0.05217559,0.9465723,0.00001087089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005014081,0.006167911,0.05203834,0.1934135,0.008849354,0.0003271114,0.002124008,0.004558845,0.7275069],"genre_scores_gemma":[0.08870222,0.007354275,0.05691368,0.0419767,0.001751027,0.0009951686,0.003117776,0.003704318,0.7954849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08776028,"threshold_uncertainty_score":0.2935874,"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."}}