{"id":"W899584101","doi":"","title":"Optimism Grew Again in Q3, Spread across Industries","year":2009,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Pessimism; Quarter (Canadian coin); Recession; Real estate; Economic recovery; Economics; Business cycle; Demographic economics; Business; Finance; Psychology; Geography; Social psychology; Macroeconomics","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":[0.003480048,0.0002279324,0.0002880989,0.0009860412,0.001663307,0.002202157,0.0006345865,0.00142556,0.02770507],"category_scores_gemma":[0.01672971,0.0002740128,0.0008046182,0.0009864743,0.001061023,0.002500362,0.002277586,0.004129381,0.004979606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857546,"about_ca_system_score_gemma":0.002867785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392864,"about_ca_topic_score_gemma":0.01813138,"domain_scores_codex":[0.9978662,0.0004125213,0.0001637736,0.0002459006,0.0007697546,0.0005418196],"domain_scores_gemma":[0.9863988,0.002139212,0.002688062,0.0004971069,0.004486468,0.003790327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005736413,0.0005277097,0.4097936,0.0006187134,0.0001188263,0.0009400672,0.04375667,0.0004501618,0.002143152,0.007117963,0.2810513,0.2529083],"study_design_scores_gemma":[0.0001109586,0.0006194292,0.6902702,0.0007974326,0.00003905665,0.0008240321,0.03469554,0.0005076235,0.0006268169,0.003732902,0.2676354,0.0001405012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7711733,0.001636379,0.003137767,0.07435017,0.00261924,0.0006282021,0.007823823,0.000597129,0.138034],"genre_scores_gemma":[0.9254776,0.001067208,0.001972635,0.01750371,0.0005304728,0.0003958201,0.001673873,0.0001314749,0.0512472],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02770507,"threshold_uncertainty_score":0.09268272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234621432673511,"score_gpt":0.2844853329660804,"score_spread":0.2610231896987293,"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."}}