{"id":"W4395066038","doi":"10.62477/jkmp.v24i1.201","title":"Lean Startup and Learning Loops in Entrepreneurial Ventures: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Knowledge Management and Practice","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Systematic review; Knowledge management; Lean manufacturing; Psychology; Snowball sampling; Entrepreneurship; Process management; Management; Computer science; Business; Marketing; Political science; Economics; Mathematics","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":[0.01334743,0.001220905,0.004280049,0.01351646,0.0007741005,0.003051053,0.001348123,0.001609975,0.002837654],"category_scores_gemma":[0.05854379,0.001027112,0.00505643,0.01407156,0.0009264996,0.003507416,0.001892944,0.001310175,0.0002803339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003918074,"about_ca_system_score_gemma":0.01964647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005601998,"about_ca_topic_score_gemma":0.02033074,"domain_scores_codex":[0.9890924,0.003630224,0.00367186,0.0007434715,0.002581831,0.0002802739],"domain_scores_gemma":[0.9479934,0.03940917,0.006967987,0.0007517374,0.004441875,0.0004358904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001379682,0.00002701818,0.001239686,0.8907619,0.00362104,0.0001504382,0.000516637,0.0001429078,0.000145169,0.0006564633,0.001785546,0.1008153],"study_design_scores_gemma":[0.00009490746,0.0001532149,0.003228704,0.9508241,0.01946259,0.0004046298,0.0005502624,0.00008897077,0.0001706297,0.0006068018,0.0243799,0.00003527573],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000965781,0.9977987,0.0002352894,0.0002443137,0.00007045474,0.0002823292,0.0001553978,0.00000599312,0.0002417049],"genre_scores_gemma":[0.01271409,0.9853142,0.0008269464,0.0002763,0.000048878,0.0005705231,0.0001461644,0.000003556169,0.00009924777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01351646,"threshold_uncertainty_score":0.07058883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040248621916902,"score_gpt":0.3333235868025322,"score_spread":0.2930749648856302,"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."}}