{"id":"W2993083752","doi":"10.18357/bigr11201919265","title":"Making Precarious: The Construction of Precarity in Refugee and Migrant Discourse","year":2019,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precarity; Normative; State (computer science); Queer; Sociology; Refugee; Gender studies; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003328,0.00007932771,0.0002015901,0.00005503564,0.0000752409,0.00002773974,0.0001146995,0.00006818665,0.00008713202],"category_scores_gemma":[0.000372177,0.00005958531,0.00003504747,0.0006352575,0.0001719797,0.0002337422,0.00001491916,0.00007183819,0.000002545325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008425608,"about_ca_system_score_gemma":0.0001394306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874086,"about_ca_topic_score_gemma":0.04947848,"domain_scores_codex":[0.9986705,0.000420253,0.0003839769,0.0001665423,0.00023699,0.0001217959],"domain_scores_gemma":[0.9994828,0.00004634876,0.0002038536,0.0001499107,0.00009972968,0.00001740045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002040983,0.00008346477,0.48216,0.00132118,0.00001516094,3.912758e-7,0.02153011,0.0001205369,0.00001623164,0.4147167,0.002006838,0.078009],"study_design_scores_gemma":[0.0006601394,0.00006041535,0.06155579,0.008602911,0.0000672497,0.000003319501,0.006368011,0.001236082,0.00001573849,0.008959971,0.912144,0.0003263798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7054976,0.2341282,0.003167084,0.008988404,0.001174481,0.006587984,0.00003152642,0.00008542843,0.04033936],"genre_scores_gemma":[0.9147973,0.08393687,0.0005029351,0.0004989075,0.00003128912,0.00003520496,0.00002426416,0.000006718087,0.0001664886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9101372,"threshold_uncertainty_score":0.9678661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804941072180601,"score_gpt":0.3675466692356561,"score_spread":0.3494972585138501,"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."}}