{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003181026,0.0001227782,0.0002723337,0.0001187373,0.001081378,0.0001519368,0.0005198666,0.00005162544,0.00008559086],"category_scores_gemma":[0.006366932,0.0001039464,0.000108911,0.00228078,0.001934921,0.0004262779,0.00009910985,0.0001825511,0.00007479212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227292,"about_ca_system_score_gemma":0.003435944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06251235,"about_ca_topic_score_gemma":0.00856581,"domain_scores_codex":[0.9968368,0.0001147847,0.00041724,0.0004351938,0.0007030808,0.001492904],"domain_scores_gemma":[0.9983672,0.0001466102,0.0001103382,0.0004317755,0.000167952,0.000776069],"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":[3.391136e-7,0.000009455611,0.0001629981,0.0001551132,0.000002591408,0.00001275127,0.000032742,6.469833e-8,0.000006503123,0.9663236,0.02392231,0.009371559],"study_design_scores_gemma":[0.00002702825,0.000005505804,0.001025977,0.001553857,0.00001839276,0.000008483866,0.00003718099,0.000003621946,0.00003709738,0.2323257,0.764839,0.000118152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001954359,0.01095269,0.000125521,0.3803523,0.0003483621,0.0003058688,0.000005844917,0.00006897937,0.607645],"genre_scores_gemma":[0.837632,0.04588468,0.0004693734,0.08308432,0.0002558528,0.00004521253,0.000001980895,0.00001041795,0.03261619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8374366,"threshold_uncertainty_score":0.9437305,"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."}}