{"id":"W4414827981","doi":"10.29173/psur408","title":"Reforms, Reports, Reckoning","year":2025,"lang":"en","type":"article","venue":"Political Science Undergraduate Review","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Precarity; Prioritization; Face (sociological concept); Foreign policy; Migrant workers; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0115303,0.0006845887,0.0009767342,0.006261619,0.003185029,0.008249452,0.0021887,0.002476026,0.008839798],"category_scores_gemma":[0.03108109,0.0005530186,0.0006298631,0.01168194,0.006143942,0.00425,0.002414729,0.004939091,0.00130133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06419571,"about_ca_system_score_gemma":0.1686559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8336171,"about_ca_topic_score_gemma":0.8335046,"domain_scores_codex":[0.9915078,0.001677507,0.0005089095,0.0006748655,0.004285957,0.001344934],"domain_scores_gemma":[0.9813232,0.004166085,0.001235368,0.0009884026,0.01144414,0.0008427521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005158106,0.00003751081,0.001103197,0.006396265,0.00008321027,0.0001170436,0.001908727,0.0004433289,0.0002383483,0.4195824,0.3436224,0.226416],"study_design_scores_gemma":[0.000009052814,0.000007491995,0.001594676,0.002917916,0.00002826465,0.00001844006,0.0005473784,0.00002201335,0.00008052526,0.003224304,0.9915383,0.00001168787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003231912,0.7514333,0.0008303464,0.1056877,0.004763499,0.0002355602,0.002696906,0.00007780008,0.131043],"genre_scores_gemma":[0.08028068,0.825564,0.002058121,0.05015433,0.00170197,0.0002443666,0.002255348,0.00009256728,0.03764864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9358043,"threshold_uncertainty_score":0.4657747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697481777622274,"score_gpt":0.3726728413140105,"score_spread":0.3456980235377877,"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."}}