{"id":"W3170985961","doi":"10.14430/arctic72474","title":"Media Coverage of Environmental and Social Change in Northern Norway’s Coastal Regions: Main Themes in National and International News","year":2021,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Tourism; Documentation; Climate change; Arctic; Natural resource; Government (linguistics); Resource (disambiguation); Narrative; Political science; Preparedness; Environmental resource management; Geography; Ecology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002919326,0.0002653704,0.000232828,0.003623458,0.001634117,0.004919659,0.0002910427,0.0004888484,0.002524895],"category_scores_gemma":[0.00565759,0.0001800752,0.0002055693,0.004435224,0.001934238,0.002077065,0.001700251,0.0006035716,0.0003013567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517191,"about_ca_system_score_gemma":0.00282512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09942668,"about_ca_topic_score_gemma":0.1075652,"domain_scores_codex":[0.9987685,0.000372526,0.0001572443,0.0001721502,0.0002948067,0.0002346686],"domain_scores_gemma":[0.9926518,0.004420908,0.001560254,0.000163991,0.0007737915,0.0004293208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003193775,0.00006215712,0.3806895,0.001370334,0.00007933892,0.002022348,0.5516142,0.0003899631,0.002470969,0.005182305,0.01108189,0.04471764],"study_design_scores_gemma":[0.00000560053,0.00004733428,0.4704761,0.0009757503,0.00003776601,0.0002268672,0.4584754,0.0001785692,0.0005326153,0.0003347921,0.06867344,0.00003567987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653403,0.002478813,0.0001968663,0.001867226,0.0002220038,0.00002632931,0.002340347,0.00001652146,0.02751154],"genre_scores_gemma":[0.9910403,0.002606266,0.0002196805,0.0002470016,0.0001700604,0.00004541403,0.001085382,0.00003055608,0.004555447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09942668,"threshold_uncertainty_score":0.1976959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826830086126345,"score_gpt":0.2984415273141983,"score_spread":0.2601732264529348,"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."}}