{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004091058,0.0001989919,0.0002527643,0.0001212085,0.000718218,0.0003384385,0.0002929014,0.0005806315,0.0001674562],"category_scores_gemma":[0.00002438101,0.0001777365,0.00007183728,0.00005940553,0.00009640481,0.0006398186,0.0001495954,0.0003057939,0.0002085291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786598,"about_ca_system_score_gemma":0.000049911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003958486,"about_ca_topic_score_gemma":0.01636529,"domain_scores_codex":[0.9989389,0.0001437104,0.0001926611,0.0001263865,0.000308139,0.0002901609],"domain_scores_gemma":[0.9991791,0.00003282315,0.0002307048,0.0002383643,0.000167777,0.0001512002],"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":[0.00000613264,0.00001603669,0.0003168774,0.0003098563,0.00001536086,2.905131e-7,0.08636416,4.394455e-8,8.759164e-7,0.5465373,0.2334751,0.132958],"study_design_scores_gemma":[0.0001126973,0.00002334921,0.0005569622,0.00007790951,0.000025147,0.000001091599,0.01810724,0.00006270423,9.425578e-8,0.001832769,0.9789729,0.0002271028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000506383,0.0004577563,0.00001996691,0.02107637,0.0004122057,0.0004798672,0.0001628895,0.00019593,0.9771444],"genre_scores_gemma":[0.01465664,0.1700532,0.0003625848,0.0117966,0.00800386,0.0001135612,0.004120162,0.00005241258,0.7908409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7454978,"threshold_uncertainty_score":0.9132214,"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."}}