{"id":"W4205414841","doi":"10.1002/wcc.765","title":"Culture and identity in climate policy","year":2022,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; European Commission","keywords":"Identity (music); Political science; Sociology; Aesthetics; Philosophy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002754559,0.0002063595,0.0004118987,0.0003023053,0.001956551,0.0001226725,0.0005961932,0.00008285047,0.002229469],"category_scores_gemma":[0.00007486709,0.000203614,0.0001398086,0.001029288,0.0002112143,0.0008124294,0.003229102,0.0004115578,0.0001855197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155622,"about_ca_system_score_gemma":0.00002389552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999357,"about_ca_topic_score_gemma":0.01249223,"domain_scores_codex":[0.9970942,0.001104465,0.0005181069,0.0003804732,0.0003109485,0.0005917855],"domain_scores_gemma":[0.9990625,0.00005262312,0.0002460682,0.0004482343,0.00003600022,0.000154552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300326,0.0004938558,0.02691212,0.0007108541,0.00001084614,0.00002883099,0.7062652,0.000001198176,0.0002361828,0.05227138,0.004914777,0.2080247],"study_design_scores_gemma":[0.000547477,0.0001695452,0.01474896,0.0006952596,0.00002569885,0.00002664829,0.08858841,0.00009275189,7.172171e-7,0.003625999,0.8909777,0.0005008317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4296208,0.1622885,0.00001567527,0.07270897,0.00293558,0.008529177,0.00141409,0.0006898463,0.3217973],"genre_scores_gemma":[0.2147007,0.780598,0.00009174366,0.001924327,0.000632339,0.001411453,0.0002629877,0.00003098377,0.0003475175],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8860629,"threshold_uncertainty_score":0.9993427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3736727224674616,"score_gpt":0.5124507684300338,"score_spread":0.1387780459625722,"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."}}