{"id":"W3175901193","doi":"10.1080/02722011.2021.1874787","title":"Researching, Monitoring, and Managing: Immigration Policy Work in Canada","year":2021,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bureaucracy; Immigration; Immigration policy; Work (physics); Stakeholder; Public administration; Political science; Government (linguistics); American exceptionalism; Public relations; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01431463,0.000457801,0.00072524,0.00615883,0.02813087,0.01103508,0.002529862,0.00146742,0.002400165],"category_scores_gemma":[0.01678828,0.0005059622,0.0004020475,0.01643472,0.01564874,0.002492919,0.005161572,0.002575612,0.0001712088],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2477555,"about_ca_system_score_gemma":0.4785598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962249,"about_ca_topic_score_gemma":0.9981364,"domain_scores_codex":[0.9891112,0.003135436,0.0005121033,0.0009042522,0.003270738,0.003066196],"domain_scores_gemma":[0.9846646,0.005259119,0.001691607,0.000463244,0.00518178,0.002739604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001400164,0.00008812232,0.07143768,0.005396759,0.0001471532,0.00154948,0.5209283,0.0009874688,0.0009163044,0.09187163,0.03383822,0.2726988],"study_design_scores_gemma":[0.00002049514,0.00004243918,0.2109211,0.00753152,0.0001120809,0.0002660756,0.3838333,0.0002201435,0.0004363151,0.003136957,0.3933471,0.0001323656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4901646,0.2642907,0.002149092,0.06722718,0.001125284,0.0002948404,0.0009391398,0.0001133116,0.1736959],"genre_scores_gemma":[0.914013,0.07548475,0.001319136,0.003031246,0.00006989131,0.00006233418,0.0001955091,0.00002873952,0.005795486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7522445,"threshold_uncertainty_score":0.872497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800894190333656,"score_gpt":0.370776663101879,"score_spread":0.3327677211985424,"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."}}