{"id":"W2901969987","doi":"10.1111/imig.12523","title":"Introduction to Special Section on: Precarity, Illegality and Temporariness: Implications and Consequences of Canadian Migration Management","year":2018,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Immigration; Citizenship; Refugee; Precarity; Political science; Multitude; Human rights; Conditionality; Immigration detention; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754864,0.00009314899,0.0001015457,0.0004960485,0.0004537684,0.00002177346,0.0000635868,0.00006590407,0.0001590382],"category_scores_gemma":[0.0000956016,0.00008827561,0.00001580906,0.0002617915,0.0001148082,0.0001936964,0.00004790648,0.00008879752,0.00002354548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150298,"about_ca_system_score_gemma":0.0000532648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06025812,"about_ca_topic_score_gemma":0.5413626,"domain_scores_codex":[0.999067,0.00008077497,0.0003121319,0.0002560523,0.0001590268,0.0001249975],"domain_scores_gemma":[0.9992174,0.00004851512,0.0001293111,0.0001144012,0.0004159469,0.00007444069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000179247,0.0000598179,0.5763165,0.0000636947,0.0001224584,5.482381e-7,0.006506577,0.000007597965,0.002912859,0.1641286,0.2419993,0.00770277],"study_design_scores_gemma":[0.0001979206,0.0001180504,0.6596963,0.00004468073,0.00001519043,0.000001412223,0.0007718695,0.00002010134,0.0004177537,0.002641092,0.3359953,0.00008023596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8308898,0.00001248813,0.0002355498,0.1391061,0.002434359,0.0006520994,0.00006095212,0.00002900995,0.02657955],"genre_scores_gemma":[0.9897413,0.0001491996,0.0002920961,0.000519819,0.00704524,0.0001273867,0.0001005098,0.000006454522,0.002018054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4811045,"threshold_uncertainty_score":0.9459997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143724284828886,"score_gpt":0.3743226383539114,"score_spread":0.3228853955056225,"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."}}