{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3991871,0.003421831,0.004615139,0.01242666,0.02586036,0.05180876,0.01158546,0.03622482,0.002714485],"category_scores_gemma":[0.2765823,0.004581837,0.002825603,0.006776333,0.1601258,0.05030824,0.03587354,0.06691743,0.003372081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02903238,"about_ca_system_score_gemma":0.1110546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766743,"about_ca_topic_score_gemma":0.01776561,"domain_scores_codex":[0.5688164,0.3308655,0.02751533,0.01183255,0.05035665,0.01061339],"domain_scores_gemma":[0.5310832,0.3409494,0.01269535,0.02867577,0.05972986,0.02686646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005537174,0.0002611019,0.0009629079,0.001998839,0.00007843597,0.0005849721,0.1946485,0.0006709892,0.0004454333,0.6694235,0.04601103,0.08485902],"study_design_scores_gemma":[0.00008172895,0.0001273905,0.0004901054,0.007281145,0.00004369832,0.0002266828,0.07329345,0.0005464886,0.000389642,0.7100181,0.2073482,0.0001533636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00323768,0.01032196,0.1675328,0.7799886,0.00467004,0.002050966,0.00007034744,0.000461442,0.03166622],"genre_scores_gemma":[0.1423136,0.01404103,0.7022951,0.1189613,0.001641319,0.01008074,0.0001577896,0.0005890925,0.009920025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3991871,"threshold_uncertainty_score":0.7409092,"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."}}