{"id":"W1852714104","doi":"10.26522/ssj.v3i1.1024","title":"Borders, Risks, Exclusions","year":2009,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sovereignty; Discretion; Law and economics; Competence (human resources); Political science; Windsor; Law; Public administration; Sociology; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005824474,0.00009157294,0.00016487,0.00005951751,0.001924709,0.00003048078,0.0001396632,0.00009693678,0.00006569629],"category_scores_gemma":[0.001430463,0.00008699828,0.00005186266,0.0004487843,0.0003070573,0.0001953968,0.00002482373,0.0001435252,0.00002930197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157386,"about_ca_system_score_gemma":0.0001210547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008549633,"about_ca_topic_score_gemma":0.0212016,"domain_scores_codex":[0.9988554,0.0002074772,0.0002034965,0.0001650486,0.00029774,0.0002708629],"domain_scores_gemma":[0.9994692,0.0001535377,0.00007068329,0.00006639629,0.0002027593,0.00003744563],"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":[0.00001590423,0.00009653478,0.0004322751,0.00001730146,0.00002145135,0.000004055168,0.369746,0.000008223422,0.00003705484,0.3729813,0.2384457,0.01819426],"study_design_scores_gemma":[0.0003000171,0.00006227886,0.01058716,0.00003576287,0.000104942,1.969347e-7,0.3558432,0.00002055359,0.00001010057,0.03380441,0.5990055,0.0002259213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1824996,0.00760485,0.0007511777,0.02198843,0.005265704,0.0007828386,0.00001827613,0.0003163305,0.7807729],"genre_scores_gemma":[0.9868498,0.00535845,0.0003035733,0.001169571,0.002465932,0.00001066972,0.000004847761,0.000004984338,0.00383214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8043503,"threshold_uncertainty_score":0.9993746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157406691451492,"score_gpt":0.485552081071444,"score_spread":0.3698114119262949,"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."}}