{"id":"W2619306576","doi":"10.24043/isj.216","title":"Start-up Success in a Small Island State: A Study among Entrepreneurs in Malta","year":2008,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maltese; Entrepreneurship; Creativity; Context (archaeology); Small business; Start up; Success factors; Critical success factor; Small island; Marketing; Business; Affect (linguistics); Sample (material); Geography; Business administration; Economic geography; Political science; Psychology; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007483007,0.0003528605,0.0006572633,0.0005626566,0.000524904,0.0002460526,0.0003859717,0.00004725449,0.00009909432],"category_scores_gemma":[0.000291433,0.0002687276,0.0001069019,0.0007465498,0.0001873955,0.0009516093,0.0003860105,0.000509849,0.00003158514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007361041,"about_ca_system_score_gemma":0.00003063835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108795,"about_ca_topic_score_gemma":0.1095943,"domain_scores_codex":[0.9975583,0.00007577224,0.0008268286,0.0004554576,0.0003858338,0.0006977893],"domain_scores_gemma":[0.9989949,0.0001396564,0.0003770116,0.0002230029,0.0002365488,0.00002884887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631576,0.0003265878,0.9861566,0.00004922019,0.0001402321,0.001226682,0.007911182,0.0006490145,0.000002971899,0.0000147053,0.002574073,0.0007855448],"study_design_scores_gemma":[0.003468927,0.00009195129,0.9787306,0.0001806289,0.00004145727,0.0000379969,0.01461121,0.0001028189,0.000002688245,0.0008664328,0.001513044,0.0003522942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939487,0.002686411,0.000004885963,0.0005082517,0.0008867099,0.0004129395,0.000003993752,0.0000318368,0.001516244],"genre_scores_gemma":[0.9956435,0.002889992,0.000007536277,0.0003343335,0.0005725332,0.00003723526,0.000001536087,0.00002340011,0.0004899375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074855,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384227956152247,"score_gpt":0.2651898966861628,"score_spread":0.2213476171246404,"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."}}