{"id":"W2165884658","doi":"","title":"Media coverage of climate change: current trends, strengths, weaknesses","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Climate change; Strengths and weaknesses; Work (physics); Political science; Media coverage; Public opinion; Politics; Perception; Sri lanka; Geography; Public relations; Environmental planning; Media studies; Sociology; Engineering; Psychology","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":[0.01432913,0.0005055074,0.0006994102,0.0120976,0.001015423,0.006684526,0.001300624,0.001012231,0.004516485],"category_scores_gemma":[0.03754552,0.0004316689,0.0005288273,0.01475976,0.002234959,0.008551144,0.002895871,0.001406739,0.0008140578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590679,"about_ca_system_score_gemma":0.001232829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009333828,"about_ca_topic_score_gemma":0.01028812,"domain_scores_codex":[0.9959853,0.00135195,0.0004474688,0.0007632737,0.001172149,0.0002797967],"domain_scores_gemma":[0.8818842,0.09203316,0.01043422,0.002015545,0.01184079,0.001792155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003982742,0.00007656204,0.2176186,0.008447977,0.0003220663,0.000123783,0.009979766,0.000523707,0.000568448,0.007253216,0.01291847,0.7417691],"study_design_scores_gemma":[0.00003025975,0.0003678708,0.6473799,0.01780259,0.0007116972,0.0009295112,0.04230322,0.001942378,0.001885703,0.00700162,0.2794742,0.0001710699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3238512,0.4837956,0.003978188,0.08571766,0.00225226,0.0001964456,0.007498147,0.0003104615,0.09239992],"genre_scores_gemma":[0.6948463,0.2866138,0.00261351,0.004305552,0.006496241,0.0001432697,0.002437744,0.0001344693,0.002409102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01432913,"threshold_uncertainty_score":0.07578051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3543376612603298,"score_gpt":0.497112902601643,"score_spread":0.1427752413413131,"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."}}