{"id":"W6889596806","doi":"10.25916/sut.26288353","title":"From what we know to how we use it: five principles for turning entrepreneurship research and practitioner action guidelines","year":2004,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Action (physics); Government (linguistics); Small business; Action research","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014262,0.0002974279,0.0003290515,0.001747145,0.001287399,0.001941969,0.000679377,0.0001784679,0.00006734479],"category_scores_gemma":[0.004061004,0.000290064,0.0001116852,0.002071664,0.0003437825,0.005238253,0.00130329,0.0006997355,0.00007255784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789022,"about_ca_system_score_gemma":0.0001408113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00830402,"about_ca_topic_score_gemma":0.009569769,"domain_scores_codex":[0.9964488,0.000163568,0.0003140139,0.001036215,0.001074335,0.0009630472],"domain_scores_gemma":[0.9946853,0.001486601,0.0002017991,0.0005077613,0.0030032,0.0001153506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007902896,0.003798044,0.1047091,0.002314252,0.001427792,0.001476725,0.006459816,0.02041686,0.01768214,0.475091,0.1900112,0.1687101],"study_design_scores_gemma":[0.001081619,0.0001290411,0.004690302,0.001118161,0.00003953044,0.000002221571,0.01682689,0.0004379353,0.0003569676,0.00396558,0.9710218,0.0003298985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119502,0.0004550069,0.0003917116,0.1854079,0.0003263539,0.001053214,0.00007573092,0.000117151,0.0002227308],"genre_scores_gemma":[0.9567185,0.01562238,0.009074903,0.001652351,0.006076488,0.00006300245,0.0004506118,0.0001277803,0.01021397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810106,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325446136724297,"score_gpt":0.4045234282466215,"score_spread":0.07907729152232457,"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."}}