{"id":"W3085971886","doi":"10.3390/jrfm13090209","title":"Funding Access and Innovation in Small Businesses","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Product innovation; Marketing; Product (mathematics); Virtuous circle and vicious circle; New product development; Process (computing); Industrial organization; Competitive advantage; Small business; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003555373,0.0001287251,0.0003335814,0.002240151,0.001586914,0.004003251,0.0005946426,0.000920464,0.005936954],"category_scores_gemma":[0.04094399,0.0001208894,0.0002892367,0.001686431,0.002154341,0.002822365,0.003418166,0.001004045,0.0003360435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002786384,"about_ca_system_score_gemma":0.003326458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007323579,"about_ca_topic_score_gemma":0.007329555,"domain_scores_codex":[0.9944845,0.002388636,0.0003923308,0.000229882,0.001388507,0.001116227],"domain_scores_gemma":[0.9429924,0.02484318,0.01827877,0.001193528,0.004413827,0.008278264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004095387,0.0008651603,0.849465,0.0002695876,0.0001234301,0.001166015,0.0184522,0.001408853,0.000830555,0.03988276,0.001668216,0.08545874],"study_design_scores_gemma":[0.00009998048,0.0007811312,0.8911926,0.0009118498,0.0001331201,0.001382008,0.03370566,0.00259758,0.0007287028,0.03926,0.02912102,0.0000864074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799463,0.0007101753,0.0004448315,0.001474077,0.00001398109,0.00002771762,0.00003571001,0.000005185526,0.01734193],"genre_scores_gemma":[0.998917,0.0001761352,0.00005419866,0.0000424715,0.00001217677,0.000009054645,0.00001114342,0.000001104957,0.0007767488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007323579,"threshold_uncertainty_score":0.0202167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839400065734799,"score_gpt":0.2429441906746768,"score_spread":0.2045501900173289,"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."}}