{"id":"W2937245205","doi":"10.2139/ssrn.3221328","title":"Technology Advancement in NASA's Small Business Innovation Research Program","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Technology Assessment and Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Small business; Business; Engineering; Engineering management; Marketing","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":[0.004883077,0.0002208423,0.0002033587,0.002711484,0.002514495,0.003099324,0.0005101961,0.001265492,0.009280754],"category_scores_gemma":[0.007153768,0.00006659664,0.0002332731,0.002743545,0.0005606597,0.001833405,0.001605509,0.001174975,0.0008619871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287467,"about_ca_system_score_gemma":0.01488849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514688,"about_ca_topic_score_gemma":0.03084403,"domain_scores_codex":[0.9983104,0.0003968432,0.00008638683,0.0001191491,0.0007561661,0.0003310049],"domain_scores_gemma":[0.9935768,0.001583964,0.000446451,0.0001779034,0.001912092,0.002302844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006099847,0.001833709,0.1216134,0.000386725,0.00005734416,0.001015369,0.003636431,0.001882838,0.003946855,0.1466471,0.2003059,0.5180644],"study_design_scores_gemma":[0.00008904696,0.001275619,0.2371093,0.0002664421,0.00004642069,0.0002472818,0.006431692,0.002697095,0.00378826,0.01444689,0.7335584,0.00004342071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.491789,0.005417988,0.001513131,0.08397966,0.003445379,0.0003584916,0.002313826,0.0002234818,0.410959],"genre_scores_gemma":[0.8602444,0.00604913,0.002719979,0.003171744,0.001395404,0.0001707174,0.002102165,0.00005541144,0.124091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514688,"threshold_uncertainty_score":0.03104717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049627246997113,"score_gpt":0.3212832740405402,"score_spread":0.3007870015705691,"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."}}