{"id":"W2071646030","doi":"10.1080/08985626.2011.580164","title":"Entrepreneurship as an integrating mechanism for disadvantaged persons","year":2011,"lang":"en","type":"article","venue":"Entrepreneurship and Regional Development","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Disadvantaged; Mechanism (biology); Entrepreneurship; Economic geography; Business; Sociology; Economic growth; Economics; Epistemology; Finance","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"],"consensus_categories":[],"category_scores_codex":[0.0003887922,0.000465597,0.0003621742,0.0002400842,0.0007468826,0.0002412364,0.0004095514,0.0001227187,0.0002645],"category_scores_gemma":[0.0002174701,0.0003879648,0.0001411064,0.000229952,0.0001419591,0.0009832486,0.0002352607,0.0001866232,0.00009633391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003824753,"about_ca_system_score_gemma":0.00006305929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002755815,"about_ca_topic_score_gemma":0.000279277,"domain_scores_codex":[0.997463,0.00003401761,0.0004991673,0.0009528754,0.0003909781,0.0006599125],"domain_scores_gemma":[0.9989245,0.0001327016,0.0002878779,0.000337713,0.00022135,0.00009584017],"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":[0.0004714057,0.000548031,0.3555566,0.0002577244,0.0002117157,0.0000437842,0.009265741,0.000003720064,0.000846462,0.6028967,0.001518745,0.0283794],"study_design_scores_gemma":[0.007123396,0.0006240584,0.36608,0.001118686,0.0007403702,0.000204671,0.0391239,0.0006489302,0.01755174,0.3959224,0.1652279,0.005633964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893341,0.0002313939,0.0004502904,0.001296458,0.0006851309,0.0006812425,0.000005012628,0.0002936521,0.007022707],"genre_scores_gemma":[0.9907017,0.0000834586,0.00319613,0.004125797,0.0006234586,0.0002368406,0.00008279099,0.00005716013,0.0008926393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069743,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172964766121982,"score_gpt":0.2532354887692223,"score_spread":0.2015058411080024,"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."}}