{"id":"W4391613747","doi":"10.1080/17524032.2024.2306580","title":"Whose Authority Drives the Narrative?: Framing the Spread of Mountain Pine Beetle in Canadian News Media","year":2024,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Narrative; Mountain pine beetle; Media studies; Political science; Geography; Sociology; Art; Literature; Forestry; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002200005,0.00006968925,0.00005873766,0.00002010849,0.0001663707,0.00001419633,0.0002572191,0.00004846943,0.00003671823],"category_scores_gemma":[0.0000261452,0.00004311009,0.00003158757,0.00004809197,0.0002047289,0.000004489644,0.000165501,0.0001279045,0.000007133194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004867688,"about_ca_system_score_gemma":0.00002867809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02220878,"about_ca_topic_score_gemma":0.153565,"domain_scores_codex":[0.9994819,0.0001222194,0.0001162736,0.0001042842,0.00006671017,0.0001086362],"domain_scores_gemma":[0.9995081,0.00004475801,0.00002769617,0.0003909894,0.000002581287,0.00002580503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006246353,0.0002545625,0.09300806,0.00005218469,0.0003015941,0.000005306249,0.07688077,0.0004112724,0.7610709,0.006481032,0.006783951,0.0546879],"study_design_scores_gemma":[0.000380062,0.0001681184,0.4983202,0.0001237951,0.00005007449,0.00000950259,0.03702347,0.001200004,0.03936648,0.001185769,0.4218133,0.0003592936],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761446,0.01832693,0.00002704858,0.004158124,0.00005791332,0.0001636306,0.00003395369,0.000003306228,0.001084527],"genre_scores_gemma":[0.996356,0.003098712,0.00009707874,0.00008879038,0.00003939431,0.00002044897,0.0001221959,0.000007614181,0.0001697792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7217044,"threshold_uncertainty_score":0.9843024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008037077684279957,"score_gpt":0.2399636319483084,"score_spread":0.2319265542640284,"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."}}