{"id":"W4280513059","doi":"10.1017/9781009165877","title":"Change in Global Environmental Politics","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Transformative learning; Temporality; Environmental politics; Humanity; Political science; Environmental ethics; International relations; Environmental change; Political economy; Ecological crisis; Rage (emotion); Global politics; Climate change; Sociology; Law; Epistemology; Ecology","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":[0.0006397811,0.000347856,0.0002343261,0.0007647295,0.002688588,0.006839964,0.0003217922,0.001677749,0.007993668],"category_scores_gemma":[0.001036928,0.0001620287,0.0002352601,0.001835055,0.008790714,0.004450378,0.002413017,0.002063992,0.001358944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004432603,"about_ca_system_score_gemma":0.002390516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198025,"about_ca_topic_score_gemma":0.006919912,"domain_scores_codex":[0.999217,0.0003057924,0.00001267268,0.00009759871,0.0002373879,0.0001295271],"domain_scores_gemma":[0.9997811,0.0001052229,0.00001503559,0.00003447034,0.00003232419,0.00003193414],"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":[0.000002513903,0.000007674281,0.0001347164,0.00004555766,0.000002696836,0.00004107549,0.003847458,0.0002108991,0.00009598851,0.9314412,0.04106794,0.02310233],"study_design_scores_gemma":[0.000002019959,0.000003317128,0.0003387415,0.00008314107,0.000001874369,0.00005340998,0.00216544,0.00008486841,0.00003982231,0.1915656,0.8056589,0.000002817601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002986881,0.03038577,0.001216381,0.02589172,0.001324341,0.00001127289,0.00002812739,0.00003456826,0.938121],"genre_scores_gemma":[0.3927914,0.06386101,0.002300129,0.02305776,0.002925605,0.0001040283,0.0001540835,0.0001475607,0.5146584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007993668,"threshold_uncertainty_score":0.03216094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249061645083978,"score_gpt":0.2249066522937369,"score_spread":0.200000487785339,"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."}}