{"id":"W4401455034","doi":"10.18357/bigr52202422031","title":"Green is Gold: Creating a Gold Standard AEO Program through Green Initiatives","year":2024,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Climate change; Food security; Business; Adaptation (eye); International trade; Engineering; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006190849,0.0001776729,0.0003610734,0.00005472517,0.0002450619,0.0000940913,0.000207658,0.00008627988,0.0002318087],"category_scores_gemma":[0.0004247084,0.0001497548,0.0001118622,0.001614067,0.0003282588,0.0004318833,0.0000771295,0.0001130437,0.00004395168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067633,"about_ca_system_score_gemma":0.0003090134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014874,"about_ca_topic_score_gemma":0.004605894,"domain_scores_codex":[0.9981202,0.0003140333,0.0004313792,0.0003306489,0.0004436206,0.000360066],"domain_scores_gemma":[0.999462,0.0001004599,0.0001127262,0.0001507364,0.0001093427,0.00006471331],"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":[0.000007536456,0.00006494614,0.007106193,0.004558152,0.0001373724,0.00002328621,0.04567629,0.00000188949,8.971247e-8,0.4393037,0.1912144,0.3119062],"study_design_scores_gemma":[0.000107158,0.00003792336,0.0005603396,0.005150357,0.00006249694,0.000001057067,0.002537277,0.00003717657,3.367228e-7,0.00860928,0.9827117,0.0001848438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00005664274,0.2821352,0.001014153,0.06095129,0.000211943,0.001637839,0.00007099229,0.0003842434,0.6535376],"genre_scores_gemma":[0.04494522,0.9261703,0.005348587,0.01453657,0.00053395,0.0004054478,0.0000396989,0.00005292546,0.007967293],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7914973,"threshold_uncertainty_score":0.9964428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857696602391831,"score_gpt":0.4176987342384704,"score_spread":0.3791217682145521,"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."}}