{"id":"W1989993707","doi":"10.1108/14626001111127106","title":"“Method in their madness”: understanding the behaviour of VSE owner‐managers","year":2011,"lang":"en","type":"article","venue":"Journal of Small Business and Enterprise Development","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Premise; Originality; Rationality; Value (mathematics); Point (geometry); Marketing; Personality; Business; Internationalization; Sociology; Economics; Computer science; Psychology; Epistemology; Microeconomics; Social psychology; Creativity","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":[],"consensus_categories":[],"category_scores_codex":[0.0008629348,0.0001786207,0.0003271243,0.0003208671,0.0001325246,0.0000817435,0.0002926665,0.00004259036,0.00004607682],"category_scores_gemma":[0.00004007183,0.00009325489,0.00006619801,0.0003648936,0.00008106644,0.0004567431,0.000215418,0.0001435989,0.00000179031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005010236,"about_ca_system_score_gemma":0.00003617517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202915,"about_ca_topic_score_gemma":0.0002204312,"domain_scores_codex":[0.9987645,0.00001841492,0.0006514151,0.0001470031,0.0001984216,0.0002202592],"domain_scores_gemma":[0.9989824,0.00005170022,0.0006441007,0.000109766,0.0001955902,0.00001639667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491167,0.00023319,0.9519522,0.0002485279,0.000128053,0.00007313198,0.008776511,0.0001122364,0.00008928485,0.001202869,0.0001651264,0.0367698],"study_design_scores_gemma":[0.0007551012,0.00001678792,0.9777128,0.0006240071,0.00005540882,0.00002045201,0.01534889,0.00006839374,0.0001493804,0.001791396,0.003244933,0.0002125236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989172,0.0003991562,0.007483773,0.0006261684,0.0004109577,0.0001239254,4.675402e-7,0.000008016156,0.00177549],"genre_scores_gemma":[0.9967088,0.0004066779,0.002399527,0.0003489784,0.00008953633,0.000004566218,7.796291e-7,0.00001313533,0.00002799563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03655728,"threshold_uncertainty_score":0.3802824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651027848205801,"score_gpt":0.2338046131411895,"score_spread":0.1687018283206094,"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."}}