{"id":"W6949446114","doi":"10.5281/zenodo.12045408","title":"immigration and refugee law and policy 7th edition pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Immigration law; Refugee law; Persecution; Immigration policy; Legislation; Parliament; Deportation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001510617,0.001272222,0.001198888,0.003152367,0.002513531,0.01028592,0.00171461,0.00435692,0.6081356],"category_scores_gemma":[0.005573293,0.0009798188,0.0007467318,0.002952564,0.001059901,0.0049397,0.003027229,0.004235328,0.4471925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580724,"about_ca_system_score_gemma":0.005234897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02129051,"about_ca_topic_score_gemma":0.02245841,"domain_scores_codex":[0.9986495,0.0001139552,0.00007015368,0.0001022012,0.0008754208,0.0001888972],"domain_scores_gemma":[0.9976319,0.0005697531,0.00009059567,0.0002369419,0.001118605,0.0003520832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002427945,0.00001499966,0.00002210051,0.00003751909,3.975141e-7,0.00001141024,0.00001767569,0.00003017151,0.00002051924,0.001994916,0.9828959,0.01495198],"study_design_scores_gemma":[0.000003588224,0.000005393111,0.0003031369,0.0002784076,5.853125e-7,0.00001712292,0.00003765905,0.00002279486,0.00001783355,0.0006314124,0.9986773,0.000004778282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002069545,0.004102933,0.0003215002,0.006071921,0.005480109,0.0001860234,0.004044322,0.0006915062,0.9788947],"genre_scores_gemma":[0.001048208,0.004276852,0.0003343706,0.00230423,0.001454592,0.0001970592,0.002482768,0.0002797978,0.9876222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3918644,"threshold_uncertainty_score":0.558947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290130220420088,"score_gpt":0.2460927649748046,"score_spread":0.2170797429327957,"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."}}