{"id":"W2020573936","doi":"10.5367/0000000054615487","title":"When Do Start-ups Make Sense?","year":2005,"lang":"en","type":"article","venue":"Industry and Higher Education","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Pace; Entrepreneurship; Marketing; Business opportunity; Business; Intellectual property; New Ventures; Public relations; Economic growth; Political science; Economics; Finance; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001069485,0.0001075589,0.00008278475,0.00008840355,0.0001341644,0.0002827862,0.0000751234,0.0002056238,0.00197007],"category_scores_gemma":[0.00001133271,0.0001040011,0.00002394716,0.0001058151,0.00003610958,0.0007428318,0.0000655682,0.0002811717,0.0003044977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418212,"about_ca_system_score_gemma":0.00003509921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006699395,"about_ca_topic_score_gemma":0.00001303576,"domain_scores_codex":[0.9994129,0.000005697101,0.0001284148,0.0001810859,0.0001086579,0.0001632417],"domain_scores_gemma":[0.9996892,0.00001024039,0.00007763296,0.0001466392,0.00005669719,0.00001965117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004355227,0.0005773861,0.05429587,0.0001477831,0.00004386977,0.000005690704,0.0004754245,0.00001108172,0.0005619648,0.3249266,0.395192,0.2237189],"study_design_scores_gemma":[0.0001606089,0.000003880011,0.08544212,0.0000284444,0.00002371154,0.000003611511,0.0001675582,0.0000123744,0.00003994574,0.00843601,0.9055406,0.0001411684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024401,0.0004966255,0.000006113732,0.02347996,0.001215745,0.0001091092,0.000001824873,0.00007642063,0.07217412],"genre_scores_gemma":[0.9736836,0.000006707298,0.00009785938,0.005432904,0.007326684,0.00001048717,0.00003342005,0.00001127509,0.01339705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5103486,"threshold_uncertainty_score":0.9989423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717382583579336,"score_gpt":0.2575864496737108,"score_spread":0.2304126238379174,"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."}}