{"id":"W4241175594","doi":"10.1017/9781108772174.010","title":"Notes","year":2020,"lang":"en","type":"other","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001977118,0.0006378137,0.0005767653,0.002525977,0.001694713,0.002663366,0.001434884,0.001307848,0.8534616],"category_scores_gemma":[0.02205848,0.0002989051,0.0005103827,0.003719063,0.0004575335,0.002346442,0.001509424,0.001909496,0.7000287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845362,"about_ca_system_score_gemma":0.00567744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02483499,"about_ca_topic_score_gemma":0.02400659,"domain_scores_codex":[0.9983991,0.0001327924,0.0001202137,0.0001725092,0.0009920857,0.0001832802],"domain_scores_gemma":[0.9903162,0.001865719,0.0004202797,0.0007403739,0.005864525,0.0007929841],"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":[0.000004753398,0.000003206442,0.00002825306,0.00004595231,2.846314e-7,0.000007839899,0.00001703426,0.000007486122,0.00002048231,0.0009396384,0.9922048,0.006720152],"study_design_scores_gemma":[0.000003432456,0.000003072212,0.0002761335,0.00008337592,5.296275e-7,0.00001128369,0.00006043393,0.000007539346,0.00003015937,0.0003327662,0.9991886,0.000002792247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004924117,0.001168736,0.001903446,0.02534359,0.01779692,0.0008218472,0.1322273,0.002180476,0.8180653],"genre_scores_gemma":[0.00107546,0.001089756,0.000546022,0.003194994,0.001064989,0.0003054095,0.02520901,0.0005757221,0.9669387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1465384,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295053253647081,"score_gpt":0.311070649321851,"score_spread":0.2881201167853801,"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."}}