{"id":"W2744185931","doi":"","title":"Quarterly Economic Commentary, Autumn 2011","year":2011,"lang":"en","type":"preprint","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Economics; Irish; Debt; Quarter (Canadian coin); Economy; Economic policy; Macroeconomics; Finance; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003048435,0.001134133,0.0009041111,0.002186712,0.0053974,0.009283162,0.002034405,0.01465475,0.1004611],"category_scores_gemma":[0.01338643,0.0006322201,0.0008752375,0.003314736,0.002303552,0.004920542,0.002902854,0.01165569,0.04212492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007584078,"about_ca_system_score_gemma":0.01061176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05180168,"about_ca_topic_score_gemma":0.08537449,"domain_scores_codex":[0.9978119,0.0003927563,0.0001340093,0.0002848694,0.0008908398,0.0004855173],"domain_scores_gemma":[0.996857,0.001066185,0.000154302,0.0002652764,0.001260997,0.0003963011],"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":[0.000005588921,0.00000581768,0.00006015829,0.0000382832,0.000001756587,0.00001952123,0.0000427631,0.00001392231,0.000006173376,0.006149063,0.9901199,0.003536949],"study_design_scores_gemma":[0.000003594397,0.000002770281,0.0004440296,0.0002115392,0.000001647747,0.000009960289,0.0001024598,0.000009001865,0.000006409961,0.0009251623,0.9982787,0.000004662123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005442943,0.03950731,0.0001286997,0.617049,0.06045699,0.000046243,0.001620375,0.0001312352,0.2805158],"genre_scores_gemma":[0.007860183,0.02276499,0.0002179849,0.2580018,0.02662574,0.000173097,0.001382112,0.0001566466,0.6828173],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1004611,"threshold_uncertainty_score":0.336076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842871839170077,"score_gpt":0.3013844596450531,"score_spread":0.2629557412533523,"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."}}