{"id":"W2165393517","doi":"10.1139/cjfr-2015-0195","title":"Expert perceptions of media reporting on a large-scale environmental risk issue: insights from mountain pine beetle management in Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Mountain pine beetle; Newspaper; Dendroctonus; The Internet; Scale (ratio); Public relations; Government (linguistics); Mass media; Political science; Environmental resource management; Geography; Business; Advertising; Forestry; Environmental science; Bark beetle; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002566317,0.000258319,0.0001897192,0.002366664,0.006958198,0.003887073,0.0006849193,0.0005783439,0.002176058],"category_scores_gemma":[0.006391579,0.0002382819,0.0001561044,0.002417981,0.002415641,0.0008668863,0.001449089,0.0008373389,0.00009508747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02341807,"about_ca_system_score_gemma":0.02570441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763551,"about_ca_topic_score_gemma":0.9889352,"domain_scores_codex":[0.9981039,0.0003808935,0.00008432574,0.0001151234,0.0008440334,0.000471632],"domain_scores_gemma":[0.9909375,0.003337692,0.001358164,0.0001030203,0.003037343,0.001226272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001924524,0.0001578018,0.3840119,0.0002561676,0.00003962922,0.002326746,0.5801651,0.0002483536,0.002422527,0.0007694148,0.003035929,0.02637397],"study_design_scores_gemma":[0.000006957802,0.00004635835,0.279307,0.0001787539,0.00002406691,0.0001474713,0.7112476,0.0002935742,0.0002555534,0.00009274521,0.008362727,0.00003725879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931018,0.0003025006,0.00004888644,0.0008181362,0.000008123192,0.00002245389,0.00007052778,0.000001877359,0.005625665],"genre_scores_gemma":[0.9976573,0.0006457214,0.00009405546,0.000282146,0.000008927886,0.000008541274,0.0000654594,0.000002028862,0.001235749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364486,"threshold_uncertainty_score":0.1699108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167970983342806,"score_gpt":0.2734081485865412,"score_spread":0.2517284387531131,"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."}}