{"id":"W2051983960","doi":"10.1002/tie.20403","title":"Defensive and expansion responses to environmental shocks in China: Interpreting the 2008 economic crisis","year":2011,"lang":"en","type":"article","venue":"Thunderbird International Business Review","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Affect (linguistics); Controllability; Flexibility (engineering); China; Mainland China; Sample (material); Economics; Psychology; Political science; Management; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555726,0.0004094348,0.0001875335,0.0007600913,0.0005044376,0.0007470624,0.0002010435,0.0002887931,0.0009700126],"category_scores_gemma":[0.003409302,0.0001398489,0.0001705937,0.000668796,0.0005170866,0.000360393,0.0007442634,0.0003815305,0.00009896418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751883,"about_ca_system_score_gemma":0.0006559686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02872644,"about_ca_topic_score_gemma":0.06622119,"domain_scores_codex":[0.999585,0.0001510725,0.00003151164,0.00004594134,0.0000937492,0.00009276626],"domain_scores_gemma":[0.9966608,0.0006235334,0.001801213,0.0002113943,0.000488276,0.0002148021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008516594,0.00004458001,0.9828153,0.000018409,0.00001928855,0.0001900598,0.009902056,0.0003366951,0.001632273,0.00006677157,0.0001305951,0.004758813],"study_design_scores_gemma":[0.000002572473,0.0000285899,0.9905775,0.000006208621,0.000005060413,0.00001950847,0.0085922,0.0003487587,0.0002155524,0.00002950428,0.0001697244,0.000004887398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997682,0.000007075593,0.00001203616,0.00001273844,6.732569e-7,0.000002429991,0.00001047186,2.382803e-7,0.0001860236],"genre_scores_gemma":[0.9997776,0.00002374648,0.00002620416,0.00001006437,0.000001983429,0.000003669177,0.00004646218,3.387718e-7,0.0001098342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872644,"threshold_uncertainty_score":0.05711842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168979145586383,"score_gpt":0.2399377246941983,"score_spread":0.2182479332383344,"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."}}