{"id":"W4406994768","doi":"10.1515/9781478093701-011","title":"Notes","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001334509,0.0008669309,0.0006799722,0.001655123,0.004501193,0.004457059,0.002667341,0.003196403,0.6243344],"category_scores_gemma":[0.007792023,0.000331995,0.0007875016,0.001944457,0.001335328,0.004073943,0.002999404,0.004412842,0.376481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004355181,"about_ca_system_score_gemma":0.004681336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02330095,"about_ca_topic_score_gemma":0.02527704,"domain_scores_codex":[0.9983661,0.0001744322,0.00007435403,0.0003104929,0.0008179719,0.0002567077],"domain_scores_gemma":[0.9972494,0.0004790703,0.00009872603,0.0003774474,0.001511399,0.0002838599],"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":[0.000006944902,0.000007754895,0.00004190014,0.00003859602,6.920113e-7,0.00002717274,0.0001231014,0.00001826029,0.00002942886,0.01987018,0.9693496,0.01048635],"study_design_scores_gemma":[0.000001369494,0.00000181213,0.00008447834,0.00004219969,3.624563e-7,0.00002053887,0.00007822035,0.000006747471,0.00001969858,0.001388115,0.9983541,0.000002417829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004246004,0.001491119,0.001138897,0.02885471,0.01170452,0.0001428303,0.005752919,0.0006469691,0.9498435],"genre_scores_gemma":[0.002458216,0.0007335994,0.0005001838,0.008368011,0.001372453,0.0001046969,0.002051592,0.0003155734,0.9840957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3756656,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938886007919459,"score_gpt":0.305701031923984,"score_spread":0.2763121718447894,"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."}}