{"id":"W4415501471","doi":"10.1007/978-3-031-99766-2_9","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Interpretation (philosophy); Relation (database); Work (physics); Subject (documents); Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00294623,0.0003965597,0.000314674,0.0009796559,0.002232883,0.00585945,0.001515169,0.002452267,0.2526332],"category_scores_gemma":[0.01083673,0.0001524091,0.0005666199,0.000803802,0.001208614,0.003225092,0.002184322,0.002207098,0.07165301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00320642,"about_ca_system_score_gemma":0.004496482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025947,"about_ca_topic_score_gemma":0.01336725,"domain_scores_codex":[0.9976515,0.0004100423,0.00006817361,0.0004296641,0.001020487,0.0004201098],"domain_scores_gemma":[0.9962496,0.0006698866,0.0001256479,0.0003187849,0.002102181,0.0005338658],"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":[0.0001105393,0.0000506023,0.002725367,0.000363515,0.00002067505,0.0002392919,0.001971804,0.0001605199,0.0004183788,0.1893321,0.6937284,0.1108789],"study_design_scores_gemma":[0.00001114361,0.00001103348,0.001588906,0.0003608519,0.000009758525,0.0001060405,0.002566818,0.00004576083,0.0002772491,0.01625288,0.978763,0.000006584537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003711549,0.002249799,0.00387466,0.06572453,0.006266026,0.0001315251,0.001529104,0.0003190245,0.9161938],"genre_scores_gemma":[0.06662837,0.002815839,0.004133329,0.06364199,0.001884386,0.0002039838,0.002318059,0.000446262,0.8579278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2526332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157912515160263,"score_gpt":0.2989152411009875,"score_spread":0.2831239895849613,"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."}}