{"id":"W3094654390","doi":"10.15402/esj.v6i1.68231","title":"Participatory Ethnographic Film: Video Advocacy and Engagement with Q’eqchi’ Maya Medical Practitioners in Belize","year":2020,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; University of Saskatchewan","keywords":"Maya; Ethnography; Citizen journalism; Filmmaking; Sociology; Representation (politics); Visual arts; Media studies; Aesthetics; Public relations; Political science; Art; History; Anthropology; Archaeology; Movie theater; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8996117,0.0003188334,0.0005297764,0.0008662629,0.3211804,0.001419352,0.0009454961,0.0003200814,0.0003048181],"category_scores_gemma":[0.8515925,0.0002863145,0.00008999863,0.001278511,0.001835647,0.001604833,0.000689855,0.647788,0.00001720616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604616,"about_ca_system_score_gemma":0.001570018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724926,"about_ca_topic_score_gemma":0.0009518917,"domain_scores_codex":[0.1576897,0.8369028,0.0005830438,0.0004059692,0.003033281,0.001385207],"domain_scores_gemma":[0.6866404,0.3098706,0.0002305818,0.0003749091,0.0003791086,0.002504403],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003133898,0.0002548574,0.02904596,0.000093209,0.0001057837,0.0003212409,0.9497994,0.0001912965,0.001863233,0.0001545272,0.0003212137,0.01753595],"study_design_scores_gemma":[0.001770678,0.0009418341,0.02049528,0.0005354329,0.00002470561,0.00003669416,0.9264648,0.001120827,0.00004539131,0.0002128723,0.04802209,0.0003293897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860706,0.001221456,0.001137053,0.007752567,0.00006706999,0.0004517077,0.000001217301,0.0001524949,0.003145837],"genre_scores_gemma":[0.9932932,0.001627362,0.003927444,0.0005709378,0.000298167,0.00006510172,0.00000467769,0.00006348366,0.0001496609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6474679,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6668227280568041,"score_gpt":0.6022862665135571,"score_spread":0.06453646154324699,"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."}}