{"id":"W2082377810","doi":"10.1190/1.2112397","title":"Globalization at SEG","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada)","funders":"University of Alberta; University of Saskatchewan","keywords":"Memoir; Globalization; Order (exchange); Process (computing); Computer science; Art history; History; Political science; Programming language; Business; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002720657,0.00003855911,0.00004164028,0.000008603208,0.00070543,0.00008433308,0.000172563,0.00003471714,0.0005702617],"category_scores_gemma":[0.0001000132,0.0000272471,0.00002774944,0.0002140144,0.00009342867,0.0001620449,0.00003025197,0.00002893337,0.002566365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998496,"about_ca_system_score_gemma":0.00001654171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002324467,"about_ca_topic_score_gemma":0.006666531,"domain_scores_codex":[0.9994498,0.00009300277,0.00006763246,0.00007359615,0.0001745927,0.0001413028],"domain_scores_gemma":[0.99978,0.00001485286,0.00003352199,0.00008201374,0.00004875232,0.00004088245],"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":[0.000003272607,0.0000170518,0.00500319,0.000002272217,0.000007459951,3.962854e-7,0.0152444,0.0001540524,0.0003542055,0.4894138,0.4840654,0.005734491],"study_design_scores_gemma":[0.00005200695,0.00000163899,0.001694066,0.000003717772,0.000005842268,6.409531e-7,0.0004813418,0.00007583086,0.0001480197,0.000767226,0.9967222,0.0000474945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2297888,0.0002536696,0.000492016,0.02037194,0.0006886448,0.0001768581,0.000002383553,0.0002488956,0.7479768],"genre_scores_gemma":[0.9081004,0.0000570765,0.0000354426,0.00122187,0.000423534,0.000001796098,0.000004039889,0.000002751718,0.0901531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6783116,"threshold_uncertainty_score":0.9982103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166310233888984,"score_gpt":0.3292572004383466,"score_spread":0.2975940980994567,"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."}}