{"id":"W4304187086","doi":"10.1515/9781845457822","title":"The New Media Nation","year":2022,"lang":"en","type":"book","venue":"Berghahn Books","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Indigenous; Politics; Portrait; Journalism; Geography; Media studies; Political science; Sociology; Archaeology; Oceanography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004360687,0.0005198038,0.0002952469,0.001866295,0.004567729,0.01002811,0.000837506,0.001584808,0.08464285],"category_scores_gemma":[0.001263104,0.000319308,0.0002923083,0.001320318,0.001985573,0.008949074,0.004279468,0.002579557,0.02402756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221228,"about_ca_system_score_gemma":0.002528809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006995314,"about_ca_topic_score_gemma":0.02206487,"domain_scores_codex":[0.9995678,0.00008454362,0.00001383889,0.00005962592,0.0001925626,0.00008158365],"domain_scores_gemma":[0.999657,0.00008212389,0.00001713535,0.0000444553,0.00009844984,0.0001008388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001563948,0.00002032294,0.0001672069,0.0001515013,0.000003157441,0.0002734673,0.004437581,0.00003128315,0.0004246286,0.2627173,0.6453027,0.08645524],"study_design_scores_gemma":[5.308461e-7,0.000001371966,0.0000454049,0.00004950942,6.709532e-7,0.00005457704,0.0003723876,0.000008585032,0.00003079756,0.00109858,0.9983361,0.000001428754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006095849,0.005689018,0.0003461128,0.003420009,0.002725943,0.00001456279,0.00009478979,0.00009107069,0.9870089],"genre_scores_gemma":[0.006771731,0.004149668,0.0005239474,0.001670107,0.0006025703,0.00004015517,0.0001034245,0.00009492159,0.9860436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08464285,"threshold_uncertainty_score":0.2831585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06352151626889364,"score_gpt":0.349063351970281,"score_spread":0.2855418357013874,"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."}}