{"id":"W4235083325","doi":"10.22215/timreview1072","title":"Is There a Lean Future for Global Startups?","year":2017,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002402259,0.0003364577,0.0003399009,0.001483376,0.001182893,0.007332535,0.0003665054,0.001574109,0.007593473],"category_scores_gemma":[0.004004568,0.0001121159,0.000178391,0.002999106,0.004016963,0.005976666,0.001982609,0.002492042,0.0009993179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152747,"about_ca_system_score_gemma":0.002043407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948051,"about_ca_topic_score_gemma":0.002586501,"domain_scores_codex":[0.9988311,0.0004170731,0.00004364717,0.0001492976,0.0003570349,0.0002016928],"domain_scores_gemma":[0.9957834,0.002068907,0.0006876388,0.0001514342,0.0008494077,0.0004590926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001329177,0.00003757773,0.01057049,0.001618228,0.00002220031,0.0004644803,0.007350671,0.000458493,0.000739003,0.668781,0.08478206,0.2250429],"study_design_scores_gemma":[0.00000757306,0.00009118148,0.01621205,0.002549614,0.00001822082,0.0005696675,0.00915096,0.0001719214,0.0002949069,0.07416801,0.8967374,0.00002851993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06068039,0.4186294,0.004779798,0.3039142,0.005174976,0.00006031408,0.0005512959,0.00007207994,0.2061375],"genre_scores_gemma":[0.6898112,0.2430539,0.002728638,0.03196438,0.006182486,0.0001064572,0.0003982952,0.00004732839,0.02570729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007593473,"threshold_uncertainty_score":0.02540272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331266576450527,"score_gpt":0.3113018333713353,"score_spread":0.27798916760683,"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."}}