{"id":"W3214227133","doi":"10.1177/23315024211034401","title":"Ethics in Forced Migration Research: Taking Stock and Potential Ways Forward","year":2021,"lang":"en","type":"article","venue":"Journal on Migration and Human Security","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Information ethics; Ethical code; Engineering ethics; Research ethics; Applied ethics; Political science; Public relations; Nursing ethics; Harm; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227741,0.0001378143,0.0002055402,0.0003499815,0.0009434654,0.0002580861,0.0000680037,0.0002809387,0.0005192504],"category_scores_gemma":[0.0002474771,0.0001317186,0.00005687466,0.0002298168,0.00007992896,0.0002316454,0.00002407007,0.001729729,0.00001433129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007595489,"about_ca_system_score_gemma":0.0001380721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005546586,"about_ca_topic_score_gemma":0.05404746,"domain_scores_codex":[0.9975643,0.0007998988,0.0005084864,0.0003163207,0.000461394,0.0003496127],"domain_scores_gemma":[0.9988161,0.0002015566,0.0002199166,0.0001638924,0.000367672,0.0002308206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008097045,0.0009826005,0.0608219,0.0002642738,0.00009991213,0.0004402834,0.2958261,0.00004354744,0.004551455,0.6047009,0.02067541,0.01078388],"study_design_scores_gemma":[0.006230428,0.001790333,0.8077772,0.0003687682,0.00005412498,0.0008266205,0.02180437,0.001762987,0.0007666438,0.1030531,0.05494804,0.0006173366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914495,0.0006723803,0.0005247156,0.005203626,0.0002961659,0.0002158545,0.000008006383,0.00001734598,0.001612415],"genre_scores_gemma":[0.9975991,0.0005538138,0.0001119639,0.0008183437,0.0004065971,0.00001461643,0.00004012147,0.00001371143,0.0004417792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7469553,"threshold_uncertainty_score":0.9632137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726770436002196,"score_gpt":0.4459774111364658,"score_spread":0.2733003675362463,"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."}}