{"id":"W3011877171","doi":"10.1177/0001699319890902","title":"Actors and justifications in media debates on Arctic climate change in Finland and Canada: A network approach","year":2020,"lang":"en","type":"article","venue":"Acta Sociologica","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Koneen Säätiö; Academy of Finland","keywords":"Centrality; Epistemic community; Sustainability; Sovereignty; Value (mathematics); Politics; Government (linguistics); Political science; Arctic; Sociology; Political economy; Environmental ethics; Law; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006470791,0.000346387,0.0004713743,0.01580425,0.006710709,0.00885375,0.0008153625,0.001494296,0.00384764],"category_scores_gemma":[0.03504043,0.0003067852,0.0003237509,0.01772363,0.005698157,0.004960597,0.003822517,0.001184021,0.0002503891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02240362,"about_ca_system_score_gemma":0.01464067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6094772,"about_ca_topic_score_gemma":0.6049484,"domain_scores_codex":[0.9940447,0.002449352,0.0003250056,0.0007951074,0.0015465,0.0008392248],"domain_scores_gemma":[0.9618492,0.02520765,0.005466613,0.0006995969,0.005458954,0.001318053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004417163,0.00006181608,0.4096391,0.0009418832,0.0002707169,0.001493071,0.4010593,0.004303714,0.002353913,0.1059541,0.005980591,0.06749998],"study_design_scores_gemma":[0.00004196729,0.00003660379,0.3738092,0.001179241,0.0002670751,0.0003572342,0.4105236,0.01334555,0.001775765,0.03552101,0.162972,0.0001705874],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251282,0.002251327,0.006481925,0.00488201,0.00007707488,0.0001156533,0.002597902,0.00003877661,0.05842716],"genre_scores_gemma":[0.9952521,0.0005634485,0.001704544,0.00009303268,0.00002081644,0.00005069201,0.0007318487,0.00001635376,0.001567222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3905228,"threshold_uncertainty_score":0.7856454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5163577771741952,"score_gpt":0.3937066438004317,"score_spread":0.1226511333737634,"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."}}