{"id":"W4309520380","doi":"10.32920/21594213","title":"A crisis mode in migration governance: comparative and analytical insights","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate governance; Framing (construction); Refugee crisis; Stock (firearms); Political science; Financial crisis; Narrative; Representation (politics); Refugee; Global governance; Economy; Economic geography; Economic system; Geography; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01766504,0.0004562892,0.0006453856,0.01084792,0.003616345,0.007126444,0.001255287,0.001218902,0.006369848],"category_scores_gemma":[0.02298149,0.0003623736,0.0005896243,0.01323327,0.01072531,0.01059035,0.004914865,0.001729232,0.0001648566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007710897,"about_ca_system_score_gemma":0.003906042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007619887,"about_ca_topic_score_gemma":0.01356845,"domain_scores_codex":[0.9913726,0.006805086,0.0003051796,0.0004050388,0.0006029731,0.0005091867],"domain_scores_gemma":[0.9713503,0.02478537,0.001729005,0.0007412316,0.001051842,0.000342185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001266793,0.00007501227,0.022639,0.002931728,0.0003406792,0.0006821883,0.4901126,0.0005273806,0.0001982038,0.4383877,0.003238794,0.04074006],"study_design_scores_gemma":[0.00002962671,0.00007571522,0.0367244,0.00535935,0.0002373581,0.0004075023,0.8569006,0.0007603324,0.0001892979,0.05994842,0.03934223,0.00002511982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6560398,0.1117545,0.01861538,0.03091103,0.0004266547,0.0003301031,0.000698282,0.00004209351,0.1811822],"genre_scores_gemma":[0.986411,0.01042894,0.00158059,0.0004737929,0.00006948692,0.0001525299,0.0001010881,0.00002498953,0.0007576199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766504,"threshold_uncertainty_score":0.09342277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06406841075011097,"score_gpt":0.4052106408443706,"score_spread":0.3411422300942596,"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."}}