{"id":"W3181579571","doi":"10.3389/fcomm.2021.711897","title":"Editorial: Critical Approaches to Climate Change and Civic Action","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Communication","topic":"Cultural and Communication Design Research","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Climate change; Front (military); Action (physics); Political science; Science communication; Environmental ethics; Media studies; Engineering ethics; Sociology; Geography; Oceanography; Engineering; Meteorology; Law; Geology; Science education; Philosophy; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01246397,0.00605336,0.004988434,0.006018856,0.008883942,0.01411425,0.006530671,0.02809846,0.01863304],"category_scores_gemma":[0.05173763,0.001331529,0.00360425,0.003213141,0.006010626,0.008756945,0.002632662,0.02810588,0.01554153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006489641,"about_ca_system_score_gemma":0.007000368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190133,"about_ca_topic_score_gemma":0.01115768,"domain_scores_codex":[0.9872603,0.00286272,0.001072032,0.00130376,0.006878591,0.0006225459],"domain_scores_gemma":[0.9484712,0.02804306,0.002170926,0.001285864,0.0153561,0.004672781],"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":[0.00001340896,0.000008729508,0.00001010472,0.0001202481,0.000006672681,0.00004295196,0.00001532125,0.00001374699,0.0000186542,0.0002687046,0.9975818,0.001899533],"study_design_scores_gemma":[0.00006917819,0.00002487033,0.0002124967,0.0009523643,0.00004385227,0.0001683307,0.00009733292,0.0002112694,0.00007849164,0.002987499,0.9951273,0.00002715902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001357685,0.002596584,0.00007577039,0.02973673,0.965968,0.00002594517,0.00003270038,0.00003397087,0.001516667],"genre_scores_gemma":[0.0002396979,0.002264285,0.00007893912,0.01696142,0.9743221,0.00003981212,0.00002348967,0.00002818497,0.006042068],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02809846,"threshold_uncertainty_score":0.0659166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3158582102585731,"score_gpt":0.3416625748295947,"score_spread":0.02580436457102159,"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."}}