{"id":"W3082377174","doi":"10.5204/ijcjsd.v9i3.1631","title":"Introduction to the Special Issue: Migration, Vulnerability and Violence","year":2020,"lang":"en","type":"article","venue":"International Journal for Crime Justice and Social Democracy","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Birkbeck, University of London","keywords":"Vulnerability (computing); Denial; Resistance (ecology); Variety (cybernetics); Race (biology); Criminology; Psychological resilience; Sociology; Social exclusion; Political science; Geography; Gender studies; Social psychology; Psychology; Computer security; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004359148,0.0001060081,0.0001263331,0.0000474994,0.0008222754,0.0001705907,0.0001777745,0.00006893501,0.0006731299],"category_scores_gemma":[0.0004804708,0.00008471704,0.00005635919,0.00007667833,0.00005933216,0.0001953529,0.00002956365,0.0002576348,0.00007839043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000366496,"about_ca_system_score_gemma":0.00005063674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006949923,"about_ca_topic_score_gemma":0.00008553479,"domain_scores_codex":[0.9988788,0.0001135048,0.0003391354,0.0002461902,0.0002398049,0.0001825809],"domain_scores_gemma":[0.9990378,0.0001642248,0.0001309592,0.00005759992,0.0004485847,0.0001608524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009792475,0.00008016702,0.001157035,0.00005398262,0.000113578,0.000006275565,0.05268498,0.00001631922,0.0000894238,0.02899694,0.7648901,0.150932],"study_design_scores_gemma":[0.0009813225,0.0002671595,0.06072444,0.00001237667,0.0002088409,0.0001138343,0.01176298,0.0002929688,0.00003605779,0.008687959,0.9167386,0.0001734256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4321305,0.0002708711,0.009334357,0.5488181,0.008262126,0.0004324777,0.00006791052,0.00002661273,0.0006570813],"genre_scores_gemma":[0.8557253,0.0002308247,0.0004965932,0.01479448,0.1279905,0.00002740259,0.00002811534,0.00001457881,0.0006922737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5340235,"threshold_uncertainty_score":0.73703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092336105917757,"score_gpt":0.3745428747241836,"score_spread":0.343619513665006,"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."}}