{"id":"W22999581","doi":"","title":"Accelerating Successful Technical Entrepreneurship","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Business; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007833738,0.0004965785,0.0005200013,0.0001865872,0.001356469,0.002978258,0.002976835,0.0001527401,0.0004444703],"category_scores_gemma":[0.0002657543,0.0003518286,0.0001601638,0.001833504,0.0002449311,0.00148167,0.001584092,0.0003387113,0.0003759144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455958,"about_ca_system_score_gemma":0.00003180922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060555,"about_ca_topic_score_gemma":0.0003075509,"domain_scores_codex":[0.9969609,0.00005824741,0.0006519923,0.0008561889,0.0006344506,0.0008382046],"domain_scores_gemma":[0.9978844,0.0001956423,0.0005154993,0.001057483,0.0003063513,0.00004062806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000766931,0.0010238,0.4345276,0.0002645558,0.0001563944,0.0001320529,0.0008129735,0.009433644,0.003327036,0.02359694,0.1233672,0.4025909],"study_design_scores_gemma":[0.0007636336,0.00002106681,0.1680815,0.0001546491,0.00009643704,0.00002482234,0.0007769616,0.000528461,0.00004271002,0.001459493,0.8273991,0.0006511469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6344844,0.001091634,0.0008794917,0.03117143,0.0004806031,0.00192136,0.000004316062,0.001167222,0.3287995],"genre_scores_gemma":[0.9773815,0.00002300708,0.000102464,0.01818802,0.002086789,0.00006148921,0.00002559966,0.00006031922,0.002070816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7040319,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938911370776621,"score_gpt":0.2560384932619253,"score_spread":0.2266493795541591,"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."}}