{"id":"W7160269217","doi":"10.18357/mmd61202321628","title":"Serendipity during the pandemic: Taking a community-partnered study about young, forced migrants online","year":2023,"lang":"","type":"article","venue":"Migration Mobility & Displacement","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Serendipity; Psychosocial; Participant observation; Participatory action research; CONTEST; Qualitative research; Intervention (counseling); Narrative","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00676765,0.001000869,0.001022848,0.0004252636,0.004617285,0.0003462337,0.001174597,0.0004581744,0.002008506],"category_scores_gemma":[0.0004529525,0.0008412398,0.0004681718,0.001922549,0.0003543895,0.0003249409,0.000440358,0.002137919,0.000586316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583563,"about_ca_system_score_gemma":0.0002968402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0373682,"about_ca_topic_score_gemma":0.6480978,"domain_scores_codex":[0.9858834,0.006743292,0.002853179,0.001411717,0.001323315,0.001785073],"domain_scores_gemma":[0.9935122,0.0008930641,0.001371806,0.003315551,0.0003929416,0.0005144249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693706,0.008226917,0.7940103,0.0006838746,0.000615138,0.0000122541,0.1870144,0.0005938438,0.0009198487,0.0001453117,0.003506962,0.002577403],"study_design_scores_gemma":[0.005912097,0.001094397,0.8666947,0.000163353,0.0003460199,0.00001506616,0.1142079,0.003552969,0.00009132069,0.0000646505,0.007228153,0.0006294419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856976,0.0006486293,0.0001951806,0.001762041,0.001806415,0.00815369,0.0009179278,0.0004759497,0.0003426285],"genre_scores_gemma":[0.9889595,0.0005826582,0.00002270276,0.0006754256,0.0004323216,0.001796248,0.001736761,0.00009634333,0.005698052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107296,"threshold_uncertainty_score":0.9994038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049408062325505,"score_gpt":0.4035717657891156,"score_spread":0.3330776851658606,"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."}}