{"id":"W4402896452","doi":"10.1177/20563051241283426","title":"Out With the Hero: How TikTok Everyday Stories Are Re-writing the Arctic","year":2024,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"HERO; Arctic; The arctic; Aesthetics; Literature; Art; Oceanography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003094291,0.0009350681,0.0004096868,0.001902569,0.01624074,0.01241637,0.001449303,0.001875687,0.004782688],"category_scores_gemma":[0.009783488,0.0004806308,0.0004121275,0.00125596,0.01399977,0.009176257,0.006600146,0.003444881,0.001317918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016554,"about_ca_system_score_gemma":0.00169838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119603,"about_ca_topic_score_gemma":0.03353642,"domain_scores_codex":[0.9953445,0.00318193,0.00009462255,0.0003842312,0.0005110385,0.0004837567],"domain_scores_gemma":[0.9955923,0.002559371,0.0004008649,0.0002856147,0.0004153871,0.0007463595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001387468,0.000007797143,0.0009326105,0.00003381219,0.000003413731,0.000653033,0.9926798,0.00001671403,0.0003299287,0.002242728,0.0008265335,0.002259702],"study_design_scores_gemma":[0.00000166308,0.00001620238,0.001017129,0.00009545592,0.000007559193,0.0008427933,0.9518087,0.00007933938,0.0003666545,0.0008187785,0.04492859,0.00001705709],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933381,0.001368517,0.00399255,0.005954902,0.0005635819,0.00006114129,0.0001590054,0.0001391193,0.09442308],"genre_scores_gemma":[0.9831949,0.0006288351,0.001220164,0.0005905358,0.00007246368,0.00002573647,0.00007422066,0.0002329923,0.01396014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624074,"threshold_uncertainty_score":0.02378136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212773287626857,"score_gpt":0.3121580706583537,"score_spread":0.2600303377820851,"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."}}