{"id":"W1502205871","doi":"10.4324/9780203073407","title":"Culture, Politics and Climate Change : How Information Shapes our Common Future","year":2014,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Politics; Political science; Climate justice; Political economy of climate change; Journalism; Environmental ethics; Media studies; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921262,0.0003714497,0.0003766804,0.001926454,0.004544884,0.0110723,0.0006372639,0.003074282,0.02595717],"category_scores_gemma":[0.004611402,0.000306359,0.0003237404,0.002726183,0.005473948,0.007944384,0.002994653,0.004379493,0.002711943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004426657,"about_ca_system_score_gemma":0.004673333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123614,"about_ca_topic_score_gemma":0.01468148,"domain_scores_codex":[0.9987593,0.0005766378,0.00003379156,0.0001518465,0.0003156352,0.0001628553],"domain_scores_gemma":[0.9971479,0.001907056,0.0001097588,0.00007994568,0.0004162396,0.0003391442],"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":[0.00002356438,0.00002187024,0.001024104,0.0006797782,0.00001462465,0.0001157851,0.0112966,0.0002767988,0.0002518266,0.3180173,0.5489701,0.1193077],"study_design_scores_gemma":[0.000002088709,0.000008457902,0.0008754859,0.001034945,0.000004822142,0.00006159693,0.006109864,0.00007290073,0.00004623095,0.04265739,0.9491117,0.0000144445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00373232,0.3242542,0.002832661,0.3826856,0.01287251,0.00006228766,0.0003626523,0.00008637038,0.2731113],"genre_scores_gemma":[0.1906758,0.5839311,0.002926101,0.06050728,0.0271763,0.0002951739,0.0005574654,0.0002541502,0.1336768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02595717,"threshold_uncertainty_score":0.08683538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2605431338747111,"score_gpt":0.39972560979919,"score_spread":0.139182475924479,"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."}}