{"id":"W3033919144","doi":"10.17645/pag.v8i2.2595","title":"Media Coverage and Perceived Policy Influence of Environmental Actors: Good Strategy or Pyrrhic Victory?","year":2020,"lang":"en","type":"article","venue":"Politics and Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of Bern; University of Minnesota; National Science Foundation","keywords":"Newspaper; Globe; Political science; Media coverage; Victory; Public relations; Environmental policy; Environmentalism; Sociology; Politics; Geography; Media studies; Psychology; Environmental planning","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006656666,0.00007126034,0.000112011,0.00001045164,0.0001461767,0.00003305684,0.0001171744,0.00005463159,0.0002161915],"category_scores_gemma":[0.0001876259,0.00006626052,0.00001716518,0.00006447001,0.0003104037,0.0001414744,0.00006274538,0.00007531572,0.000005959821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005671239,"about_ca_system_score_gemma":0.00007437136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739143,"about_ca_topic_score_gemma":0.001283275,"domain_scores_codex":[0.9993806,0.00005741678,0.0001254783,0.0001151714,0.0001662007,0.0001550963],"domain_scores_gemma":[0.9995152,0.0001250843,0.00008987046,0.0000939546,0.00001335221,0.0001625789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009595456,0.0002715853,0.1365615,0.0002633367,0.00004380327,0.000007297869,0.3671424,0.0000270871,0.03123514,0.4412632,0.0002552814,0.02283342],"study_design_scores_gemma":[0.0003086821,0.00005587862,0.9582644,0.00002519566,0.000007297971,7.675275e-7,0.003734147,0.00004804518,0.00003695083,0.0006102909,0.03680057,0.0001077702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919738,0.0002559239,0.000001690461,0.003115482,0.00001419427,0.00007348415,0.0003248061,0.00001163897,0.004229043],"genre_scores_gemma":[0.9691899,0.02966414,0.00001623019,0.0008133035,0.0001240316,0.000002153524,0.000007222186,0.000005625178,0.0001774335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.821703,"threshold_uncertainty_score":0.4140783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529441885956798,"score_gpt":0.3620965061241365,"score_spread":0.2091523175284567,"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."}}