{"id":"W1958984973","doi":"","title":"Introduction: Europe - a continent of immigration? / Europe - un continent d’immigration ? : legal challenges in the construction of European migration policy / défis juridiques dans la construction de la Politique européenne de migration","year":2011,"lang":"fr","type":"book-chapter","venue":"LSE Research Online","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; European union; Political science; Context (archaeology); Immigration policy; Politics; Immigration law; European Union law; Constitution; Law; Theme (computing); Humanities; Sociology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01263067,0.0005974386,0.0006857076,0.001137113,0.0005866459,0.0002137149,0.0007789053,0.0004581338,0.0001202395],"category_scores_gemma":[0.003046479,0.0005506587,0.0002433444,0.001177455,0.004243769,0.000919106,0.0002199767,0.00186222,0.00004046666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921952,"about_ca_system_score_gemma":0.001315698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02440367,"about_ca_topic_score_gemma":0.02097746,"domain_scores_codex":[0.9776092,0.01758785,0.001734743,0.0009463012,0.001312193,0.0008097675],"domain_scores_gemma":[0.9941109,0.001211615,0.001289106,0.0008405436,0.002309354,0.000238446],"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":[0.0004469753,0.0007017748,0.0004614829,0.0004867721,0.0001065169,0.0001128323,0.01923687,0.0000391605,0.01336219,0.9329996,0.0002491568,0.03179673],"study_design_scores_gemma":[0.0005706119,0.001645774,0.01741649,0.001069647,0.0003968875,0.0008944114,0.02742231,0.0004374101,0.007400857,0.01038821,0.9316783,0.0006791129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2777416,0.00374386,0.01012125,0.5517157,0.0008040809,0.002321329,0.0009264076,0.0002138602,0.152412],"genre_scores_gemma":[0.4215676,0.5620331,0.005818401,0.0001118726,0.006508035,0.00006261367,0.001037396,0.0001914037,0.002669581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9314291,"threshold_uncertainty_score":0.9996945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218848165506349,"score_gpt":0.3472589471179804,"score_spread":0.2850704654629169,"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."}}