{"id":"W2996254461","doi":"10.1007/s13412-019-00580-x","title":"Book Review Essay: Looking at global environmental governance with a lens of liberal environmentalism","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Balsillie School of International Affairs","funders":"","keywords":"Environmentalism; Environmental governance; Corporate governance; Environmental ethics; Compromise; Global governance; Political science; Sustainable development; Global warming; Narrative; Sustainability; Sociology; Climate change; Politics; Law; Ecology; Management; Economics; Philosophy","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":[0.0009313831,0.0004748665,0.0004983022,0.001466564,0.00165621,0.005869091,0.0008270415,0.003716045,0.01642614],"category_scores_gemma":[0.004178643,0.0002320859,0.0003659197,0.002464166,0.00289708,0.004842764,0.001011153,0.005008787,0.004590807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250954,"about_ca_system_score_gemma":0.003378601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005971162,"about_ca_topic_score_gemma":0.01552107,"domain_scores_codex":[0.999339,0.0001737478,0.0000191041,0.00009140352,0.0003222898,0.0000544732],"domain_scores_gemma":[0.997512,0.001399972,0.0001185714,0.00009078256,0.0007293022,0.0001493663],"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":[0.000002578846,0.000004450762,0.00002698691,0.00007033679,0.000002549572,0.00001694086,0.00008886742,0.00006022401,0.00002847982,0.02907264,0.9632881,0.007337736],"study_design_scores_gemma":[0.000004493037,0.000004689835,0.0001508957,0.0001989479,0.000003175883,0.0000403925,0.0002013556,0.00004598856,0.0000398815,0.01699492,0.9823093,0.000005910865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0008824413,0.1276845,0.001297246,0.5798498,0.1296171,0.00004011376,0.000254339,0.00005459572,0.1603198],"genre_scores_gemma":[0.02492522,0.126572,0.001578987,0.1369909,0.1639393,0.0001248721,0.0003426505,0.0001987995,0.5453272],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01642614,"threshold_uncertainty_score":0.05495095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060542874352704,"score_gpt":0.2456875251163682,"score_spread":0.2350820963728411,"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."}}