{"id":"W4411535594","doi":"10.1108/tcj-09-2024-0271","title":"Sama Holistic Skincare: a woman entrepreneur’s journey in a home-based business","year":2025,"lang":"en","type":"article","venue":"The CASE Journal","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Callback; Marketing; Business; Coronavirus disease 2019 (COVID-19); Public relations; Sociology; Advertising; Medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231962,0.0005288573,0.0005908475,0.001098605,0.01647225,0.006953647,0.001337419,0.002108198,0.00694543],"category_scores_gemma":[0.003011723,0.0005629344,0.0003172135,0.001271406,0.005049784,0.004586334,0.005533503,0.004386479,0.001220379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002768013,"about_ca_system_score_gemma":0.004642057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466601,"about_ca_topic_score_gemma":0.01331366,"domain_scores_codex":[0.9977603,0.001215376,0.00005252404,0.000194836,0.0002829245,0.0004939919],"domain_scores_gemma":[0.9980526,0.0005500839,0.0001666302,0.00005782678,0.000200883,0.000972004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006783993,0.0003333204,0.005884507,0.0002753986,0.000008564259,0.02574798,0.920341,0.00006265175,0.0009821876,0.01232023,0.01094764,0.02302863],"study_design_scores_gemma":[0.000003405447,0.00007439106,0.0009084865,0.0002030019,0.000003716861,0.006151299,0.9386495,0.00005989992,0.000208692,0.0006752898,0.0530487,0.00001357388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864274,0.004727869,0.003309987,0.02718794,0.00125255,0.000423313,0.0001575306,0.00006559471,0.07644787],"genre_scores_gemma":[0.935141,0.005420179,0.003938939,0.005646498,0.0003028576,0.0002995363,0.00007278454,0.00006030185,0.04911793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647225,"threshold_uncertainty_score":0.02323478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684328432205361,"score_gpt":0.3179303381231158,"score_spread":0.2810870538010622,"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."}}