{"id":"W4402528011","doi":"10.1080/1088937x.2024.2402762","title":"Special issue – Information and disinformation about the Arctic region on social media","year":2024,"lang":"en","type":"article","venue":"Polar Geography","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Disinformation; Social media; The arctic; Arctic; Political science; Geography; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003502614,0.00008745891,0.00008113906,0.0001748904,0.001340351,0.0002674458,0.000100934,0.00006991239,0.00005401646],"category_scores_gemma":[0.0001500703,0.00005805327,0.00008176623,0.0003917429,0.0004787264,0.0006662582,0.00003128968,0.0001545642,0.0001559078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013518,"about_ca_system_score_gemma":0.00003571243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281285,"about_ca_topic_score_gemma":0.000599865,"domain_scores_codex":[0.9991639,0.00007278658,0.0001610496,0.00007681706,0.0003104908,0.0002150073],"domain_scores_gemma":[0.9996113,0.0001876237,0.00005290592,0.00006441667,0.00003416054,0.00004958739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001923409,0.000009709695,0.004354768,0.00005867447,0.00005781441,0.000001224801,0.2744004,4.072562e-7,1.078906e-7,0.2585119,0.1791568,0.283429],"study_design_scores_gemma":[0.00006074618,0.00001083766,0.1284577,0.0000285237,0.00002222589,9.583224e-7,0.01055549,0.000009159741,5.31102e-7,0.005473249,0.8553038,0.00007674073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04021908,0.002678466,0.0002794705,0.2220881,0.007895201,0.0009765113,0.00008728484,0.0005245603,0.7252513],"genre_scores_gemma":[0.9879346,0.001474242,0.0000165387,0.000899484,0.009515487,0.00001109426,0.00001274975,0.000004765051,0.0001309904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9477156,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737364707271163,"score_gpt":0.2821338406392523,"score_spread":0.2647601935665407,"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."}}