{"id":"W7100059137","doi":"","title":"Venture-capital syndication: improved venture selection vs. the value-added S.R. Das et","year":2002,"lang":"en","type":"article","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venture capital; Web syndication; Entrepreneurship; Social venture capital; Selection (genetic algorithm); Test (biology); New Ventures","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":[0.0002161784,0.0001067179,0.00009048766,0.000006536865,0.0002965931,0.00008222194,0.000171631,0.00009265511,0.001883597],"category_scores_gemma":[0.00006180602,0.00003174166,0.00009768701,0.000330525,0.00006379894,0.0001214602,0.00003441112,0.0001751033,0.00004196707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004570241,"about_ca_system_score_gemma":0.000005912928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001435136,"about_ca_topic_score_gemma":0.000127941,"domain_scores_codex":[0.9991208,0.0001333528,0.0001474912,0.0002393203,0.0001630637,0.0001959763],"domain_scores_gemma":[0.9996726,0.00005846618,0.00005923503,0.00006792924,0.00007412882,0.00006766921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000249498,0.002091227,0.007873011,0.00006529499,0.0001956771,0.000005506698,0.003842875,0.000162908,0.1525734,0.05557713,0.1117841,0.6655794],"study_design_scores_gemma":[0.0007353566,0.002243305,0.397642,0.00001829813,0.00007745816,0.0001694746,0.02847363,0.01010324,0.00680018,0.006954089,0.5458763,0.0009066511],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960378,0.0002372485,0.000008659351,0.03422977,0.0002452927,0.0003334378,0.000004761761,0.0001343836,0.004428439],"genre_scores_gemma":[0.9949204,0.00004833347,0.00003025997,0.0008803515,0.0002543115,0.00002437574,0.00001981002,7.324961e-7,0.003821429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6646728,"threshold_uncertainty_score":0.9990288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259803391822241,"score_gpt":0.2267940150211837,"score_spread":0.2141959811029613,"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."}}