{"id":"W2755229385","doi":"10.15402/esj.v2i1.206","title":"Creating Ethical Research Partnerships – Relational Accountability in Action","year":2017,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Reflexivity; Indigenous; Sociology; Public relations; Construct (python library); Photovoice; Criminology; Political science; Law; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9587811,0.0001924915,0.0003161342,0.0009252651,0.9275746,0.003534138,0.001224538,0.0007418933,0.000126981],"category_scores_gemma":[0.643832,0.000176433,0.00009068274,0.0003936172,0.001672031,0.002179156,0.00006695344,0.8198419,0.0000370742],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263576,"about_ca_system_score_gemma":0.006699606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1384532,"about_ca_topic_score_gemma":0.31885,"domain_scores_codex":[0.1579776,0.8377821,0.0005272188,0.0003084191,0.002125036,0.001279519],"domain_scores_gemma":[0.6395471,0.3576907,0.0003015486,0.0007034593,0.001147088,0.000610107],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009931282,0.0001976447,0.01579149,0.00004907466,0.00001758592,0.00001134085,0.9731403,0.00004088128,0.000119918,0.006130299,0.00005537114,0.004346754],"study_design_scores_gemma":[0.0004388187,0.0001189847,0.06786638,0.0003088056,0.000004099715,0.00002139858,0.7543066,0.00008064716,0.00001116104,0.002258819,0.1744277,0.0001566032],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165803,0.0002176571,0.00004349527,0.00280769,0.0003273444,0.0003943527,8.69643e-7,0.00006422048,0.07956409],"genre_scores_gemma":[0.988955,0.002195074,0.001286271,0.00002350779,0.001208765,0.000007574356,0.000009592683,0.00003475487,0.006279487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9259026,"threshold_uncertainty_score":0.9989315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4855732261293578,"score_gpt":0.5361320540082213,"score_spread":0.05055882787886351,"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."}}