{"id":"W2307627761","doi":"10.14288/1.0102939","title":"Responding to global warming: the challenge, the opportunity & the politics","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Global warming; Political science; Business; Climate change; Political economy; Natural resource economics; Development economics; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233614,0.0002057512,0.0001653171,0.0005081272,0.00580223,0.009118604,0.000388978,0.001669059,0.04067726],"category_scores_gemma":[0.002710268,0.0001748897,0.000129053,0.001470234,0.00501021,0.003757639,0.002201284,0.002596927,0.007405249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669809,"about_ca_system_score_gemma":0.005520151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03237507,"about_ca_topic_score_gemma":0.1325453,"domain_scores_codex":[0.9992077,0.0002945372,0.0000212512,0.00007240103,0.0002760722,0.0001281524],"domain_scores_gemma":[0.9991032,0.0002563474,0.00005656583,0.000104757,0.0001757027,0.0003034514],"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":[0.00002242145,0.00001340968,0.0005189175,0.0001082364,0.000002878621,0.0001160433,0.00420579,0.00007902848,0.000359389,0.1069555,0.8139721,0.0736462],"study_design_scores_gemma":[0.000001377025,0.000002222235,0.0009404565,0.00008284972,0.000001003361,0.00002862776,0.003848645,0.00002030967,0.00007617908,0.005455087,0.9895392,0.00000401355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004664789,0.007333217,0.001430252,0.1610013,0.004180549,0.00003481612,0.0003018671,0.00009920442,0.8209541],"genre_scores_gemma":[0.2362063,0.02131164,0.002902715,0.01658344,0.003547369,0.0001358288,0.0003860685,0.0003113464,0.7186154],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04067726,"threshold_uncertainty_score":0.1360791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181261533357183,"score_gpt":0.3143669176765789,"score_spread":0.1962407643408606,"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."}}