{"id":"W4400983598","doi":"10.1177/27538699241258880","title":"Reaching the hinterlands? COVID-19’s unexpected challenges to conducting participatory research on Inuit Arctic politics","year":2024,"lang":"en","type":"article","venue":"Possibility Studies & Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Indigenous; Thematic analysis; Public relations; Flexibility (engineering); Citizen journalism; Data collection; Political science; Sociology; Qualitative research; Social science; Economics; Management; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0127546,0.0002980461,0.0005636967,0.00007472015,0.01493094,0.00004224601,0.0003806642,0.000235503,0.0001042273],"category_scores_gemma":[0.006828692,0.0001903015,0.0002602979,0.0004966601,0.0006576858,0.00007253094,0.001233362,0.002412466,0.0003114537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006902374,"about_ca_system_score_gemma":0.00123352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007063487,"about_ca_topic_score_gemma":0.06404516,"domain_scores_codex":[0.9930778,0.002444253,0.0007639305,0.0009017056,0.0005316089,0.002280764],"domain_scores_gemma":[0.9877416,0.01026321,0.0001026357,0.0007968372,0.0007719513,0.0003237514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003276126,0.00009144002,0.006554222,0.001780732,0.000612138,0.00001192301,0.9468995,0.00001353346,0.00002267875,0.007473545,0.03615254,0.0003549658],"study_design_scores_gemma":[0.000248094,0.0003511247,0.006825692,0.0002862423,0.00006304136,0.000002250545,0.9552109,0.00009479064,0.000005781403,0.00617909,0.03052407,0.0002088964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827896,0.01396227,0.00001201939,0.09752837,0.001980063,0.001846436,0.00005236009,0.0003301466,0.001498773],"genre_scores_gemma":[0.985971,0.002056013,0.00008194384,0.00844064,0.001185885,0.0009608609,0.000003760524,0.00004394626,0.001255898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031815,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6951733329942512,"score_gpt":0.5950896671629464,"score_spread":0.1000836658313048,"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."}}