{"id":"W2560091366","doi":"10.24043/isj.290","title":"Multi-levelling and externalizing migration and asylum: lessons from the southern European islands","year":2014,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Externalization; Irregular migration; European union; Political science; Geography; Refugee; Economic geography; International trade; Business; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00171467,0.0001330952,0.0002075708,0.00002494783,0.002965337,0.0002673665,0.0001246259,0.00003247587,0.00001495682],"category_scores_gemma":[0.0002309504,0.00007766724,0.00004939124,0.00006112609,0.0002955173,0.000108126,0.00007610847,0.0002316226,0.000009022147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001769866,"about_ca_system_score_gemma":0.00001384951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007786029,"about_ca_topic_score_gemma":0.03819368,"domain_scores_codex":[0.9985924,0.0005218976,0.000218471,0.0001740102,0.0002289555,0.0002643159],"domain_scores_gemma":[0.9991856,0.0004265045,0.0001366606,0.00008116177,0.00009736472,0.0000726663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002979647,0.00002151733,0.1725854,0.000009220221,0.0003311471,0.00001551401,0.7472882,0.00001170984,0.00004582367,0.0006970079,0.004721735,0.07424296],"study_design_scores_gemma":[0.001525902,0.00009630425,0.09101776,0.0002433545,0.0001524085,0.00003321738,0.607609,0.0008308619,0.000002541972,0.002809866,0.2952901,0.0003887159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140114,0.02898573,0.009522263,0.01424473,0.001423746,0.0001993758,0.00005402441,0.00005433859,0.03150435],"genre_scores_gemma":[0.9761774,0.02078306,0.0004013606,0.0001591314,0.001398188,0.000002229588,0.000001061646,0.00001080454,0.001066766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2905684,"threshold_uncertainty_score":0.9983327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611359315494862,"score_gpt":0.3224642872987046,"score_spread":0.2613283557492184,"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."}}