{"id":"W7127345977","doi":"10.1093/rsq/hdaf026","title":"Interrogating the “Complementarity” of Complementary Pathways: A Transnational Evaluation of Policy, Practice and Sustainability","year":2025,"lang":"en","type":"article","venue":"Refugee Survey Quarterly","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Refugee; Sustainability; Human rights; International law; Refugee law; State (computer science)","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":[],"consensus_categories":[],"category_scores_codex":[0.04441559,0.0004134802,0.0009274269,0.004211503,0.007682844,0.02216899,0.001765738,0.003679292,0.008240652],"category_scores_gemma":[0.05810885,0.0003367474,0.0007002351,0.006403626,0.03155068,0.02020033,0.01768512,0.004179288,0.0003265846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01375914,"about_ca_system_score_gemma":0.01631022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008303424,"about_ca_topic_score_gemma":0.01263383,"domain_scores_codex":[0.9553391,0.03657844,0.0008690135,0.001165495,0.004179316,0.001868582],"domain_scores_gemma":[0.9018012,0.08000712,0.004038993,0.003734753,0.007887463,0.002530407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008977779,0.0001614384,0.008264587,0.00109816,0.00007629026,0.0001961131,0.1466882,0.0006205245,0.0002571153,0.7806907,0.01100663,0.05085033],"study_design_scores_gemma":[0.00003074314,0.0002635191,0.0114503,0.003218988,0.0001103667,0.00007602559,0.6949077,0.001092377,0.0003873016,0.163543,0.1248755,0.00004413851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3750989,0.01286344,0.01169791,0.1784438,0.002249274,0.0006842682,0.0002792692,0.00005415596,0.418629],"genre_scores_gemma":[0.9853235,0.004280807,0.002782658,0.003906589,0.0002102532,0.0003878795,0.00005671136,0.00004139496,0.003010102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04441559,"threshold_uncertainty_score":0.2348948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05264739476495603,"score_gpt":0.4030472364247223,"score_spread":0.3503998416597662,"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."}}