{"id":"W4378386928","doi":"10.1515/9780773585850-001","title":"Preface","year":2011,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","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":[],"consensus_categories":[],"category_scores_codex":[0.001653097,0.001008079,0.000986957,0.00799599,0.008339405,0.007962078,0.002317928,0.001467911,0.3081979],"category_scores_gemma":[0.01242535,0.0004272069,0.0007303586,0.01155269,0.001306333,0.002366639,0.001816609,0.002576768,0.1012248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03348646,"about_ca_system_score_gemma":0.0457007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7823858,"about_ca_topic_score_gemma":0.8458869,"domain_scores_codex":[0.9977151,0.0001044054,0.00008872066,0.0002704916,0.001523171,0.0002980189],"domain_scores_gemma":[0.9846368,0.0008135812,0.0002575732,0.0005740068,0.0116042,0.002113855],"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":[0.000007212782,0.00000555427,0.0001377587,0.00007397894,0.000001633836,0.00002350361,0.0001002458,0.00004007401,0.00003090127,0.001775293,0.9814097,0.01639424],"study_design_scores_gemma":[0.000001521762,0.000001677766,0.0006266597,0.0001060998,0.00000126612,0.00001366442,0.0001095863,0.00001236372,0.00001675434,0.0002382591,0.9988676,0.000004513561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001370645,0.02700248,0.001553118,0.06014998,0.1158657,0.0006083117,0.04512966,0.001204183,0.7471159],"genre_scores_gemma":[0.006503296,0.01491106,0.001014703,0.008056168,0.009421831,0.0001583942,0.01812609,0.000729372,0.9410791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7823858,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561068330704927,"score_gpt":0.2306892286048267,"score_spread":0.2050785452977774,"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."}}