{"id":"W7034571195","doi":"","title":"Trauma & Entrepreneurship: Challenges and Opportunities Across Three Contexts","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Entrepreneurship; Transformative learning; Autonomy; Social entrepreneurship; Refugee; Social capital; Leverage (statistics); Critical consciousness; Bridging (networking)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008501415,0.000282401,0.0003100059,0.00003104373,0.0002565157,0.000122978,0.000360796,0.0002699411,0.01908089],"category_scores_gemma":[0.00001025644,0.0001482744,0.0001339846,0.0001234715,0.00006859492,0.0002061064,0.0001309877,0.0002694014,0.00001613636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003449408,"about_ca_system_score_gemma":0.0000257489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970741,"about_ca_topic_score_gemma":0.05611402,"domain_scores_codex":[0.998642,0.00009684739,0.0001413974,0.0005104206,0.0001951175,0.0004142],"domain_scores_gemma":[0.999387,0.0001480389,0.0001035284,0.00008034417,0.00009255872,0.0001885633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001917417,0.00004099424,0.0007908046,0.0001000561,0.00006489712,0.0001025212,0.0002842569,1.009763e-7,0.00009509211,0.001278062,0.00009122612,0.9969602],"study_design_scores_gemma":[0.0003711914,0.0001929869,0.05497595,0.000193881,0.00004199064,0.00000273913,0.01279875,0.000003435633,0.0002034564,0.0002362178,0.9306321,0.0003472826],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3748638,0.00471749,5.599133e-7,0.0005395101,0.0001479737,0.0002847382,0.0001325244,0.00006953919,0.6192439],"genre_scores_gemma":[0.2807365,0.00461504,0.00001141973,0.00005170733,0.0001116116,0.000003759061,0.0003521698,0.000002001795,0.7141158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.996613,"threshold_uncertainty_score":0.9818158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0695986137617607,"score_gpt":0.2373130559589784,"score_spread":0.1677144421972178,"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."}}