{"id":"W4206964573","doi":"10.4324/9781003038283","title":"The Politics of Climate Change Knowledge","year":2022,"lang":"en","type":"book","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Ministry of Environment; Australian Agency for International Development; Beecroft-Cheltenham Civic Trust; Department for International Development; United Nations High Commissioner for Refugees; United Nations Development Programme; United States Agency for International Development","keywords":"Politics; Climate change; Political science; Geography; Geology; Oceanography; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008257317,0.0003541224,0.000615468,0.001363001,0.01027243,0.01878112,0.001432677,0.005711756,0.01247377],"category_scores_gemma":[0.01254361,0.0006189608,0.0005170943,0.002785246,0.04526395,0.02096842,0.0102352,0.009586046,0.002762228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009520142,"about_ca_system_score_gemma":0.006582132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549918,"about_ca_topic_score_gemma":0.004172915,"domain_scores_codex":[0.9905144,0.004732111,0.0002658901,0.001017147,0.0025198,0.0009506656],"domain_scores_gemma":[0.9910589,0.006640449,0.000372019,0.0008528738,0.0006870977,0.0003886271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002894069,0.000003352483,0.00004818787,0.00002169093,0.000002404151,0.0000310113,0.006387309,0.00009021079,0.00004232844,0.9813963,0.007770527,0.004203759],"study_design_scores_gemma":[0.000004887788,0.000007254514,0.0001509164,0.0002198624,0.000003914095,0.00005143925,0.006540852,0.0002039571,0.0001063713,0.3755703,0.6171298,0.00001052569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004691399,0.01319735,0.009260909,0.09868945,0.001861673,0.0000384353,0.00005892786,0.00006839939,0.8721335],"genre_scores_gemma":[0.7417368,0.02103063,0.004991317,0.03006182,0.003443449,0.0002327236,0.0001867621,0.0003861517,0.1979303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9897276,"threshold_uncertainty_score":0.0690738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869732053279285,"score_gpt":0.359901159436913,"score_spread":0.1729279541089845,"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."}}