{"id":"W2883386622","doi":"","title":"The Recession and Recovery from an Industry Perspective","year":2013,"lang":"en","type":"article","venue":"Economic Trends","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Recession; Real gross domestic product; Economics; Economic recovery; Perspective (graphical); Macroeconomics; Geography; Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.0003862928,0.0001732978,0.0002930884,0.000128422,0.0002783071,0.0002951149,0.0002544331,0.0002159889,0.003187267],"category_scores_gemma":[0.0000499339,0.0001634525,0.00006840452,0.00005810527,0.0001188999,0.001011144,0.00006510945,0.0003472187,0.001397906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320074,"about_ca_system_score_gemma":0.00002173799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006353831,"about_ca_topic_score_gemma":0.0005494156,"domain_scores_codex":[0.998598,0.00003055709,0.0004262735,0.0006405578,0.00001022381,0.0002944349],"domain_scores_gemma":[0.9989113,0.0001238252,0.0002816485,0.000511201,0.00001188434,0.0001600945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154957,0.0001460112,0.3775717,0.000006851887,0.000361827,0.000001865643,0.002296416,0.0001240394,0.00007272126,0.3215048,0.0422493,0.255549],"study_design_scores_gemma":[0.000531768,0.000104278,0.5393665,0.000004757882,0.00000598784,0.000004204682,0.0007597482,0.001815639,0.0000975754,0.4008549,0.05605365,0.0004010605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833773,0.00191522,0.00001233822,0.006658854,0.0009726375,0.00008072724,0.0001515632,0.00004044574,0.1067909],"genre_scores_gemma":[0.9925647,0.0002930893,0.0001127677,0.0002522867,0.0005597533,0.00004115874,0.00002088688,0.0000251158,0.00613022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255148,"threshold_uncertainty_score":0.9993796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158706731169516,"score_gpt":0.229808638523246,"score_spread":0.2082215712115509,"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."}}