{"id":"W4225122279","doi":"10.1080/08276331.2022.2059983","title":"How to write a good entrepreneurship and small business article","year":2022,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Business Development Bank of Canada","funders":"","keywords":"Entrepreneurship; Order (exchange); Meaning (existential); Publishing; Field (mathematics); Small business; Public relations; Management; Sociology; Computer science; Engineering ethics; Political science; Marketing; Business; Psychology; Engineering; Law; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001270105,0.0006492503,0.0009275882,0.0009765553,0.0007778765,0.001397713,0.001202135,0.0001076842,0.0003018015],"category_scores_gemma":[0.001430968,0.0005975696,0.0002713173,0.003041682,0.0001707363,0.001521594,0.001507633,0.0006549003,0.00004210911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195267,"about_ca_system_score_gemma":0.0001173682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003913619,"about_ca_topic_score_gemma":0.0002696639,"domain_scores_codex":[0.995846,0.0001431157,0.00109352,0.0008831364,0.001011073,0.001023161],"domain_scores_gemma":[0.9958861,0.0003164185,0.001348934,0.0006911487,0.001583738,0.0001736023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009538364,0.0007383943,0.9530297,0.0004253775,0.0002208778,0.0006102231,0.0006180616,0.005035226,0.005720702,0.003314801,0.002696608,0.02663623],"study_design_scores_gemma":[0.002886923,0.0001826002,0.8692358,0.0003144064,0.0005615761,0.0005118631,0.002499376,0.0001362395,0.000615878,0.002950649,0.1189184,0.001186329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619226,0.001453776,0.0002886576,0.03302538,0.001849128,0.0004906661,0.00001377564,0.0001263009,0.0008296449],"genre_scores_gemma":[0.9920964,0.0002121279,0.0004520173,0.004667645,0.001699316,0.00006202955,0.00001203937,0.00009839679,0.0007000731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162218,"threshold_uncertainty_score":0.9996476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858301295701724,"score_gpt":0.2138441131245639,"score_spread":0.1852611001675467,"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."}}