{"id":"W2765796655","doi":"","title":"Equity investment decisions for technology based ventures","year":2014,"lang":"en","type":"article","venue":"International Journal of Technology Management","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Venture capital; New Ventures; Private equity; Equity (law); Business; Investment (military); Finance; Order (exchange); Marketing; Social venture capital; Entrepreneurship","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006819106,0.0001697279,0.000251891,0.002406415,0.0001038047,0.000133026,0.001660949,0.0001648896,0.00006378597],"category_scores_gemma":[0.000654862,0.0001491778,0.0001916175,0.0004230511,0.0001377851,0.0003738783,0.0009031568,0.0002290842,0.00005481242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241707,"about_ca_system_score_gemma":0.00001881465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001885853,"about_ca_topic_score_gemma":0.000004709744,"domain_scores_codex":[0.9985233,0.000005334447,0.0005153711,0.0002141936,0.0004697059,0.0002721206],"domain_scores_gemma":[0.9984981,0.00005287713,0.0005935525,0.0002730227,0.0005659091,0.00001657518],"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":[0.0001165673,0.0002551939,0.001037061,0.00003213109,0.0002710531,0.00004992123,0.000002890889,0.0002435101,0.0003762728,0.8450219,0.01394099,0.1386525],"study_design_scores_gemma":[0.001499217,0.00008322237,0.0006063444,0.0001357198,0.00009076591,0.00001532858,0.00008262286,0.001400772,0.0005871671,0.3772782,0.6180826,0.0001380678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2265728,0.001032617,0.5142663,0.2015093,0.01260691,0.001439147,0.00001889064,0.0007259929,0.04182811],"genre_scores_gemma":[0.9791033,0.00003380141,0.01467629,0.00518211,0.0008408499,0.00004085189,0.00001343747,0.00002046596,0.00008890974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7525305,"threshold_uncertainty_score":0.6083296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271705929045436,"score_gpt":0.2935847540442623,"score_spread":0.2708676947538079,"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."}}