{"id":"W7082156446","doi":"10.11575/prism/49527","title":"What People Call People: Language and Reflexivity in Participatory Research","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Terminology; Reflexivity; Citizen journalism; Stakeholder; Community-based participatory research; Participatory GIS","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.3526359,0.001857575,0.002973049,0.007323874,0.02346733,0.03568834,0.006901357,0.01360411,0.004320891],"category_scores_gemma":[0.3100988,0.002321041,0.00192188,0.00647164,0.2085027,0.04162314,0.03018815,0.0199172,0.00119474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01388611,"about_ca_system_score_gemma":0.03099827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598921,"about_ca_topic_score_gemma":0.003167626,"domain_scores_codex":[0.3115393,0.648981,0.008514398,0.0121202,0.01500352,0.003841628],"domain_scores_gemma":[0.4222194,0.5015376,0.01551105,0.03788137,0.01643055,0.006420044],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004754034,0.00005164044,0.0007580997,0.0008572451,0.00006874255,0.0004498476,0.5944988,0.0003330712,0.0003501167,0.3770455,0.006326845,0.01921266],"study_design_scores_gemma":[0.000080187,0.0000867907,0.0003063441,0.003701765,0.00004224124,0.000432932,0.1436172,0.0006919119,0.0005225595,0.6923638,0.1580596,0.00009460358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03674997,0.02037333,0.3675005,0.412346,0.006619293,0.003315764,0.0002412115,0.0005673416,0.1522866],"genre_scores_gemma":[0.7528741,0.006718982,0.1754441,0.04596415,0.001806184,0.007601956,0.0001614471,0.0006035647,0.008825435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9765326,"threshold_uncertainty_score":0.7983152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860699923250592,"score_gpt":0.4298036749229606,"score_spread":0.2437336825979015,"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."}}