{"id":"W4390825128","doi":"10.4103/cs.cs_59_23","title":"Global Environmental Politics: the transformative role of emerging economies","year":2023,"lang":"en","type":"article","venue":"Conservation and Society","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Politics; Emerging markets; Economic geography; Political science; Economy; Economics; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002899606,0.00004060983,0.00005372735,0.00000716918,0.0004902288,0.00003712646,0.00007511736,0.00002435255,0.00004242129],"category_scores_gemma":[0.000003907791,0.00003371469,0.00005392511,0.00009541307,0.0004132561,0.0001000837,0.00001744664,0.00002575703,0.000007679825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004956549,"about_ca_system_score_gemma":0.00002359704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007076865,"about_ca_topic_score_gemma":0.0002050292,"domain_scores_codex":[0.999559,0.00004894831,0.0001026564,0.00006402886,0.0001044056,0.0001209616],"domain_scores_gemma":[0.9998522,0.00003828612,0.00002948345,0.00004850643,0.000006024406,0.00002547312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003710566,0.000020336,0.1552541,0.00002963734,0.00009898453,1.63412e-7,0.6561217,0.00007046958,0.00007132518,0.1754769,0.003999016,0.008853677],"study_design_scores_gemma":[0.0002045092,0.000008976264,0.2160601,0.000005115674,0.00001516482,1.091799e-7,0.3850853,0.001280267,0.0000480046,0.007730596,0.3894954,0.00006647837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792576,0.00005537477,0.00007296716,0.01024388,0.00003411951,0.0001487784,0.00003074794,0.00004079388,0.0101157],"genre_scores_gemma":[0.9985643,0.0002563992,0.00003762727,0.0007090149,0.00002307182,0.000007320274,0.000008740986,0.000002083768,0.0003914107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854964,"threshold_uncertainty_score":0.3770493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221953413337067,"score_gpt":0.2495526255460533,"score_spread":0.2373330914126826,"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."}}