{"id":"W4396619974","doi":"10.3389/fcomm.2024.1380092","title":"Navigating the climate change minefield: the influence of metaphor on climate doomism","year":2024,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaphor; Climate change; Environmental ethics; Chemistry; Ecology; Linguistics; Philosophy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810149,0.00009710996,0.0001345422,0.00004379081,0.0007433416,0.0001200578,0.001146662,0.00009421258,0.00004273298],"category_scores_gemma":[0.000193116,0.0000650115,0.00007402341,0.0005836549,0.0004202,0.0002686164,0.0002205873,0.000593095,0.00002491605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102186,"about_ca_system_score_gemma":0.00002395314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159216,"about_ca_topic_score_gemma":0.002357225,"domain_scores_codex":[0.9981555,0.0009017582,0.0003174106,0.0001368188,0.0002541559,0.0002343541],"domain_scores_gemma":[0.9980317,0.0007118297,0.0001358612,0.001023403,0.0000699692,0.0000272621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007426751,0.0001287679,0.01726367,0.0001516832,0.00004144898,8.963144e-7,0.3866394,0.0002488638,0.0003270241,0.0936801,0.003759797,0.4976841],"study_design_scores_gemma":[0.000863981,0.0001634453,0.17332,0.005628997,0.0001838585,0.000004155594,0.2809081,0.02228234,0.0002358302,0.0199895,0.4955467,0.0008730887],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904808,0.01200291,0.00005410191,0.07627864,0.0007045699,0.001040922,0.00003809802,0.0001397363,0.01926029],"genre_scores_gemma":[0.9108829,0.08743928,0.0006643229,0.0007083062,0.00006515805,0.0001743513,0.00002974467,0.00001126505,0.00002470364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.496811,"threshold_uncertainty_score":0.5717258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2427210598048342,"score_gpt":0.4443177643989918,"score_spread":0.2015967045941576,"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."}}