{"id":"W2016316926","doi":"10.1190/tle27040448.1","title":"SEG: Global vision, global change","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Restructuring; Foundation (evidence); Computer science; Political science; World Wide Web; Data science; Law","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":[0.001141397,0.0009301783,0.0004456919,0.001999035,0.001729647,0.008607353,0.0008515024,0.002896278,0.0714906],"category_scores_gemma":[0.002346454,0.0001442716,0.0002098263,0.004335878,0.003331187,0.007232291,0.003937946,0.003489803,0.02308194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772301,"about_ca_system_score_gemma":0.004555389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008387216,"about_ca_topic_score_gemma":0.008030486,"domain_scores_codex":[0.9994185,0.0002008137,0.00003023515,0.00008297788,0.0001798788,0.00008753703],"domain_scores_gemma":[0.9991717,0.0001125492,0.00006208496,0.00007256487,0.0002209364,0.0003602021],"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":[0.0000161473,0.00001054308,0.0002377698,0.0001294086,0.000003325602,0.00006543093,0.000374381,0.0001973946,0.00006222979,0.2326473,0.6782738,0.08798226],"study_design_scores_gemma":[0.000002077989,0.000006425427,0.000325286,0.00009076574,0.000001363912,0.00005598158,0.0005313477,0.00004943774,0.00001752547,0.03632982,0.9625866,0.000003275808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001633832,0.03938411,0.004314175,0.09346747,0.01303636,0.00004326129,0.002400494,0.001165356,0.844555],"genre_scores_gemma":[0.1937409,0.0814461,0.0135315,0.02868106,0.01174538,0.0002480202,0.008680586,0.001848361,0.6600782],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0714906,"threshold_uncertainty_score":0.2391599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.338419230365128,"score_gpt":0.4524498299516617,"score_spread":0.1140305995865337,"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."}}