{"id":"W327040762","doi":"","title":"Strategies for SMEs after Global Recession","year":2011,"lang":"en","type":"article","venue":"Global business and management research","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recession; Dynamism; Business; China; Financial crisis; Global recession; International trade; Economy; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203203,0.0001006621,0.000151666,0.0001188549,0.0001422541,0.0001857416,0.000176682,0.00006011102,0.0002649039],"category_scores_gemma":[0.00002084651,0.00009805123,0.00002895831,0.0009219656,0.00009728716,0.000316103,0.0001968161,0.00004839715,0.0001149969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000746719,"about_ca_system_score_gemma":0.00001458925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005145165,"about_ca_topic_score_gemma":0.00006559832,"domain_scores_codex":[0.998968,0.00001083619,0.0002524228,0.0003505587,0.00007260982,0.0003455621],"domain_scores_gemma":[0.9995307,0.000007113685,0.00005575055,0.0001937776,0.0001614701,0.00005113973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001133745,0.00006045488,0.03837646,0.0002050912,0.00002503903,0.000007557051,0.00003415385,4.621483e-7,2.98543e-7,0.9458647,0.007055715,0.008256721],"study_design_scores_gemma":[0.0004148128,0.00003531034,0.4905879,0.00002309428,0.000002410837,0.00000128431,0.0002874485,0.00006045971,0.000001418043,0.4058234,0.1026477,0.0001147618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1071806,0.002178229,0.02807962,0.002095369,0.000517464,0.0009944192,0.0002949521,0.00007115507,0.8585882],"genre_scores_gemma":[0.9954983,0.0006250872,0.002475264,0.0002081883,0.00004903406,0.0001812078,0.00001898778,0.000006534487,0.0009374244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883176,"threshold_uncertainty_score":0.3998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363436465092163,"score_gpt":0.3303130634405799,"score_spread":0.1939694169313636,"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."}}