{"id":"W4384023841","doi":"10.32920/23587536","title":"The Canadian government proactive monitoring activities of the private sponsorship of Refugees Program (PSR): practices and impact","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Context (archaeology); Audit; Governmentality; Public relations; Government (linguistics); Business; Political science; Accounting; Geography; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325085,0.0001854506,0.0002436363,0.00006623262,0.0009486052,0.0002591099,0.0006060924,0.0002270561,0.000006516626],"category_scores_gemma":[0.001233151,0.0001051458,0.0001952608,0.0002750762,0.001201333,0.0001282261,0.0003895623,0.0005055324,4.225676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000367,"about_ca_system_score_gemma":0.001285013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4408277,"about_ca_topic_score_gemma":0.4179927,"domain_scores_codex":[0.9975645,0.0005639203,0.0002692745,0.0002547501,0.0008658965,0.0004816578],"domain_scores_gemma":[0.9975188,0.0008936855,0.0008957996,0.0004132167,0.0001008302,0.0001776464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747499,0.0002482051,0.7876734,0.0004942677,0.00213683,0.000005707321,0.1126003,0.00005844548,0.00006842773,0.07391131,0.0003839226,0.02214448],"study_design_scores_gemma":[0.0001430196,0.0001771245,0.8248191,0.0004349232,0.0002119441,7.338909e-7,0.1250996,0.00003465349,0.004191752,0.0206182,0.02384898,0.0004199392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777457,0.0001673407,5.282299e-7,0.00213494,0.0005080195,0.001235967,0.0000997238,0.00003921809,0.01806859],"genre_scores_gemma":[0.9977682,0.0001572814,0.0002099143,0.000004357113,0.0001632109,0.0001197093,9.911774e-7,0.00001781435,0.00155857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05329311,"threshold_uncertainty_score":0.7296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783169822766626,"score_gpt":0.398318800087149,"score_spread":0.3304871018594827,"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."}}