{"id":"W1548035866","doi":"10.1109/picmet.1999.808096","title":"Opportunity screening criteria for new information technology ventures","year":2003,"lang":"en","type":"article","venue":"","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Product (mathematics); New Ventures; New product development; Investment (military); Information technology; Business; Marketing; Venture capital; Industrial organization; Innovation management; Computer science; Knowledge management; Entrepreneurship; Finance; Mathematics","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":[0.004942411,0.000492187,0.001063121,0.009671939,0.001443282,0.003858801,0.0008035822,0.001076622,0.007426098],"category_scores_gemma":[0.07442832,0.0002229104,0.0009459863,0.002798016,0.001587366,0.003277741,0.002071496,0.001058309,0.0003284408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968653,"about_ca_system_score_gemma":0.002083547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358036,"about_ca_topic_score_gemma":0.002531925,"domain_scores_codex":[0.9959215,0.001169593,0.0004002043,0.0002529199,0.001501224,0.0007544833],"domain_scores_gemma":[0.8821328,0.09228565,0.01203305,0.001317396,0.005386951,0.006844049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003405144,0.001136436,0.3961437,0.00104546,0.0002525687,0.003282881,0.003643212,0.06945771,0.005307329,0.350774,0.006542102,0.1590096],"study_design_scores_gemma":[0.000542463,0.0021451,0.2320145,0.0005902639,0.000267302,0.00236926,0.006882002,0.3495161,0.005956138,0.3870911,0.01222152,0.0004042991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253566,0.0005811509,0.04229726,0.000556032,0.00004233666,0.0008264954,0.0005354849,0.0001204266,0.02968423],"genre_scores_gemma":[0.9929524,0.00006445951,0.005935505,0.00001596687,0.00001211103,0.0001074849,0.0001998828,0.000008253034,0.0007039793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009671939,"threshold_uncertainty_score":0.02613831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181990989940996,"score_gpt":0.4123024350388159,"score_spread":0.1941033360447163,"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."}}