{"id":"W2737163775","doi":"10.1177/1609406917721531","title":"Editor’s Introduction","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01282592,0.0000816325,0.0001708245,0.0001773281,0.0005255116,0.0003510061,0.0007351587,0.00007309984,0.0004586221],"category_scores_gemma":[0.01365016,0.00006803576,0.0001464916,0.00004580002,0.0003640389,0.001376785,0.00002949845,0.0002094814,0.00001689086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216238,"about_ca_system_score_gemma":0.0002344869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004374644,"about_ca_topic_score_gemma":0.0004118665,"domain_scores_codex":[0.9958098,0.002674724,0.0004853256,0.0001142313,0.000797047,0.0001188969],"domain_scores_gemma":[0.9955798,0.0005497576,0.001145839,0.0001462687,0.002493765,0.00008454565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001675816,0.000117049,0.0004144489,0.000003826113,0.0002672184,0.00000556165,0.312784,0.00001561203,0.003996308,0.3947673,0.1475789,0.1398822],"study_design_scores_gemma":[0.0003034216,0.00008800325,0.001345475,0.00002583137,0.00001780608,0.000006030399,0.03033874,0.00003447839,0.002786551,0.06490445,0.9000536,0.00009562755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03184187,0.0003338156,0.7966858,0.06060756,0.08414969,0.0001658799,0.00001411677,0.00002739156,0.02617387],"genre_scores_gemma":[0.4120722,0.0006843053,0.4147725,0.0004609243,0.1604897,0.000009629559,0.00001248462,0.00002425326,0.01147403],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7524747,"threshold_uncertainty_score":0.9946583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3690253605733013,"score_gpt":0.644734799608943,"score_spread":0.2757094390356417,"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."}}