{"id":"W6886056810","doi":"10.14288/1.0056027","title":"Second annual report of Immigration Agents, British Columbia","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Annual report; Immigration; Population; Census","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":[0.001725029,0.0007699538,0.0005702187,0.00548165,0.005762049,0.005204225,0.001361376,0.002536286,0.04494455],"category_scores_gemma":[0.004313283,0.0005629033,0.0003631361,0.00664792,0.0004804101,0.0009609977,0.001500857,0.002078917,0.01034841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02067322,"about_ca_system_score_gemma":0.1052299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644905,"about_ca_topic_score_gemma":0.9833566,"domain_scores_codex":[0.9980658,0.00008609937,0.00009865336,0.0001183505,0.001075234,0.0005559213],"domain_scores_gemma":[0.9938706,0.0002147512,0.0001751834,0.000151802,0.004456715,0.001130853],"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":[0.00004692528,0.00002757151,0.004752454,0.0000996474,0.000006028466,0.00006074095,0.0002183606,0.00009034316,0.00007660798,0.0006923368,0.9806193,0.01330974],"study_design_scores_gemma":[0.00001534317,0.0000129767,0.03966792,0.0001727749,0.00001160203,0.00002479444,0.001675622,0.0001452303,0.0001693045,0.0001153377,0.9579648,0.00002424621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04632829,0.01579369,0.0005382781,0.0508878,0.01647431,0.001300524,0.3177651,0.0008515689,0.5500605],"genre_scores_gemma":[0.01417756,0.004170315,0.0003988105,0.001244999,0.0002648008,0.0002432269,0.02308095,0.00007581455,0.9563435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04494455,"threshold_uncertainty_score":0.1503545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843695737027362,"score_gpt":0.3024698043009137,"score_spread":0.2740328469306401,"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."}}