{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685133,0.0001891348,0.0002511312,0.0003070716,0.0004718237,0.0002312529,0.0008265887,0.0001014201,0.0003605044],"category_scores_gemma":[0.00008997828,0.0001646172,0.00007293592,0.0009191675,0.00008295927,0.000718727,0.0003605569,0.00009063762,0.0003227192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004366093,"about_ca_system_score_gemma":0.000007780139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406358,"about_ca_topic_score_gemma":0.00001103975,"domain_scores_codex":[0.9988551,0.000001302263,0.0003959787,0.0003213737,0.0001982471,0.0002279694],"domain_scores_gemma":[0.998015,0.000002945703,0.0006592614,0.0006928623,0.000626891,0.000003039485],"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":[0.000005415602,0.00002416358,0.004876148,0.001897627,0.00005314074,0.000004058616,3.880015e-7,1.547047e-7,0.000002507979,0.7946395,0.06295304,0.1355438],"study_design_scores_gemma":[0.0003684272,0.000005309028,0.008949234,0.000757721,0.00008457083,0.000001184514,0.00002290727,0.00006498996,0.00000495075,0.1306697,0.8588998,0.0001711657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02652266,0.02240293,0.02418439,0.5532439,0.003385487,0.005962355,0.00004926289,0.001414992,0.362834],"genre_scores_gemma":[0.814516,0.02123833,0.007605088,0.1378856,0.004635951,0.001765058,0.0005755851,0.0001185545,0.01165977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7959468,"threshold_uncertainty_score":0.6712894,"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."}}