{"id":"W4200515086","doi":"10.1108/oxan-db265344","title":"Prospects for Canada in 2022","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Coronavirus disease 2019 (COVID-19); Government (linguistics); Debt; Subject (documents); Pandemic; Foreign policy; Prime (order theory); Political science; Political economy; Economics; Business; Finance; Medicine; Law; Computer science; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009465337,0.0001514715,0.0002532016,0.00005184089,0.0001257607,0.0000391487,0.0002280425,0.0001744237,0.004599418],"category_scores_gemma":[0.0002255811,0.0001855436,0.00006257294,0.0002282604,0.00007193264,0.00002793459,0.00002203935,0.0001317513,0.00000316631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254641,"about_ca_system_score_gemma":0.002647817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999667,"about_ca_topic_score_gemma":0.9999471,"domain_scores_codex":[0.998737,0.00003253453,0.0001430464,0.0003214107,0.0002911224,0.0004749099],"domain_scores_gemma":[0.9995171,0.00004316976,0.0001044863,0.0001751512,0.00002118081,0.0001388859],"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":[0.000001882977,0.000006854666,0.000002741685,0.00002004902,0.000009430702,0.00002721896,0.001518806,1.106051e-7,0.000005899218,0.007417305,0.9904571,0.0005326493],"study_design_scores_gemma":[0.0001821354,0.000004066194,0.00004405071,0.0001517197,0.000001572934,5.307541e-7,0.00001720177,0.000001005923,0.0000163473,0.0001861577,0.9991568,0.0002384333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00000578674,0.01029204,0.000006018,0.7104992,0.0004807601,0.0006418166,0.0003650124,0.0000448441,0.2776645],"genre_scores_gemma":[0.00001017588,0.0005769745,0.00008687608,0.2779828,0.001027416,0.00009971828,0.00003188316,0.000103387,0.7200808],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4424163,"threshold_uncertainty_score":0.9963105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430563383455133,"score_gpt":0.282617742367075,"score_spread":0.2683121085325237,"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."}}