{"id":"W4386163180","doi":"10.5539/ibr.v16n9p68","title":"The Competent Leaders of the Saudi Non-Profit Organizations","year":2023,"lang":"en","type":"article","venue":"International Business Research","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Business; Sustainability; Qualitative research; Focus group; Marketing; Sociology; Political science; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.002176387,0.00004758183,0.00005913592,0.0001266737,0.001215226,0.0001141822,0.001317004,0.00004259837,0.000367395],"category_scores_gemma":[0.002752553,0.00003146936,0.00002791436,0.002000803,0.001435871,0.0001079074,0.0003475376,0.0001705837,0.0006030317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759853,"about_ca_system_score_gemma":0.0007525689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032549,"about_ca_topic_score_gemma":0.0006256007,"domain_scores_codex":[0.9981303,0.0001860841,0.0001871774,0.0001337915,0.001080351,0.0002823393],"domain_scores_gemma":[0.9971222,0.0009524737,0.00005900568,0.0001862064,0.001647182,0.00003294041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000338378,0.00007585476,0.5661031,0.00003623451,0.0002712076,0.000005973774,0.06244424,0.001005512,0.002526248,0.1347271,0.2247887,0.007981961],"study_design_scores_gemma":[0.0001995607,0.000002975732,0.7573498,0.00004316509,0.000002343615,4.851228e-7,0.03544677,0.0001729391,0.0006809857,0.006944556,0.1990737,0.00008273911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6744078,0.00003400775,0.0001228227,0.2266843,0.004025262,0.0006160506,0.0000176817,0.00007505903,0.09401701],"genre_scores_gemma":[0.9680341,0.0003215772,0.00005127652,0.0000878221,0.0002465517,0.00004634211,0.00001082138,0.0000112507,0.03119023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2936263,"threshold_uncertainty_score":0.9346658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098096277368161,"score_gpt":0.4272619695435257,"score_spread":0.3174523418067097,"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."}}