{"id":"W4414260309","doi":"10.58840/jw2z9908","title":"A Qualitative Examination of Organizational Practices in Canadian small and medium-sized enterprises Located in the city of Ottawa","year":2025,"lang":"en","type":"article","venue":"OTS Canadian Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Thematic analysis; Citizen journalism; Organizational culture; Human resources; Multiculturalism; Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003771534,0.0004735836,0.0006181829,0.003235042,0.02234645,0.004115236,0.002074164,0.001069971,0.003240436],"category_scores_gemma":[0.007910809,0.0004855699,0.0004204708,0.00649985,0.01051252,0.001183118,0.003317327,0.001156234,0.0002149531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1003426,"about_ca_system_score_gemma":0.1132372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9773419,"about_ca_topic_score_gemma":0.9912831,"domain_scores_codex":[0.9960776,0.001175328,0.000187654,0.0004286329,0.0008131957,0.001317706],"domain_scores_gemma":[0.9903963,0.004181219,0.0007595169,0.0003443775,0.002425441,0.001893271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005704133,0.00002636336,0.01433663,0.0001998887,0.000005725451,0.0007749712,0.974596,0.00008817873,0.00107982,0.001226539,0.001126239,0.006482514],"study_design_scores_gemma":[0.000002598162,0.00002192081,0.01504935,0.000152802,0.000006977727,0.00007759066,0.9738736,0.00005543801,0.0001847058,0.00008840047,0.01046671,0.00002006134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985163,0.0006530503,0.0009368856,0.001800638,0.00004450652,0.000361275,0.0009369937,0.00001730593,0.01008625],"genre_scores_gemma":[0.9905094,0.0007790783,0.0009793467,0.000531126,0.00000779979,0.000261814,0.0002237471,0.00001660145,0.006691175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003426,"threshold_uncertainty_score":0.7280402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748276612807899,"score_gpt":0.2890228245611963,"score_spread":0.2515400584331173,"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."}}