{"id":"W4400364081","doi":"10.5194/ems2024-742","title":"Argentina expanding Climate Services Knowledge Frontiers: capacity building for local stakeholders.","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Network for Business Sustainability","funders":"","keywords":"Capacity building; Business; Climate change; Environmental planning; Environmental resource management; Regional science; Natural resource economics; Geography; Economic growth; Environmental science; Economics; Geology; Oceanography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001480923,0.0002634134,0.0003189176,0.0002980128,0.0006297686,0.0005240475,0.000420576,0.0003840342,0.00005691138],"category_scores_gemma":[0.00003060232,0.0002507457,0.0001932242,0.0003623192,0.0001710082,0.0002264951,0.0005214352,0.0003728818,0.00005118892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408603,"about_ca_system_score_gemma":0.0003468569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005816653,"about_ca_topic_score_gemma":0.0008590522,"domain_scores_codex":[0.9979801,0.00007016397,0.0004265331,0.0005927593,0.0003733194,0.0005571818],"domain_scores_gemma":[0.9991986,0.00006380041,0.00018275,0.0001599274,0.0002985462,0.00009634228],"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":[0.00005234549,0.0001132403,0.003205968,0.004384992,0.0003557301,0.000003888501,0.03910152,0.00008964049,0.0002440618,0.8108547,0.09416435,0.04742959],"study_design_scores_gemma":[0.0003924496,0.00002649117,0.0008442465,0.001643594,0.000137488,6.448303e-7,0.0334129,0.008578086,0.00126883,0.3062286,0.6463094,0.001157339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3613644,0.00219904,0.2543786,0.005767588,0.02506048,0.003366374,0.0001615764,0.001321167,0.3463808],"genre_scores_gemma":[0.959004,0.00125825,0.02985665,0.0002079322,0.001664138,0.0002736239,0.0002367235,0.00005913692,0.007439538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5976396,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398834818218959,"score_gpt":0.3573646671346034,"score_spread":0.2174811853127075,"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."}}