{"id":"W3081319440","doi":"10.2139/ssrn.3217403","title":"A Brief Overview of the Lean Startup by Eric Ries (2011)","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Business; Political science","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":[0.002939958,0.001104349,0.0004568493,0.004338539,0.001426851,0.004907648,0.000984611,0.002045178,0.01229818],"category_scores_gemma":[0.003282336,0.0004434985,0.000515543,0.00625972,0.00103876,0.004167028,0.002502281,0.00325601,0.0098161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310322,"about_ca_system_score_gemma":0.004889012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004350293,"about_ca_topic_score_gemma":0.009395972,"domain_scores_codex":[0.9983797,0.0005027865,0.00009243545,0.0001712824,0.0006791305,0.0001746285],"domain_scores_gemma":[0.9976947,0.001095571,0.0001625297,0.0001153401,0.0006825398,0.0002493044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007653156,0.0001942584,0.0007528317,0.002560114,0.0000168345,0.0001769684,0.001054587,0.0007527686,0.0013642,0.05715336,0.1990592,0.7368383],"study_design_scores_gemma":[0.00000476607,0.00008797909,0.001127811,0.001791728,0.000007575217,0.0001583001,0.0004301487,0.0002205702,0.0007407536,0.01084086,0.9845603,0.00002929155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006008482,0.6008707,0.09598356,0.07227506,0.0139807,0.0005622514,0.001407771,0.001793819,0.2071177],"genre_scores_gemma":[0.04099295,0.586273,0.09637024,0.02243061,0.007145106,0.0006835339,0.002867795,0.0009280604,0.2423088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01229818,"threshold_uncertainty_score":0.04114145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881364336823417,"score_gpt":0.2357842543766751,"score_spread":0.2169706110084409,"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."}}