{"id":"W3095674236","doi":"10.5267/j.msl.2020.9.045","title":"Competency improvement of cooperative managers to improve members' welfare by implementing business strategies","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; Agencia Nacional de Investigación e Innovación","keywords":"Welfare; Competence (human resources); Business; Marketing; Management; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003942599,0.0002247836,0.0001314775,0.0005799717,0.001048136,0.001537598,0.0004724879,0.0003639131,0.001489583],"category_scores_gemma":[0.008841988,0.00008593482,0.0001571765,0.0002042738,0.0008510238,0.0008311614,0.002166016,0.0005598558,0.0002987675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101956,"about_ca_system_score_gemma":0.005106692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970022,"about_ca_topic_score_gemma":0.003954567,"domain_scores_codex":[0.9974769,0.001500131,0.00007740167,0.0001355574,0.0004302995,0.0003796818],"domain_scores_gemma":[0.9952561,0.00103412,0.000922084,0.0002744737,0.001112528,0.001400667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001805615,0.003591129,0.280494,0.0005938365,0.0001111511,0.0008692828,0.08216308,0.002151545,0.02957905,0.02647674,0.005508222,0.5682813],"study_design_scores_gemma":[0.00009393112,0.002218375,0.6698638,0.0008163524,0.0001387833,0.001200335,0.1827379,0.009232682,0.01670666,0.02123816,0.09563306,0.0001200454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591019,0.0001558854,0.007281228,0.001629737,0.00002003267,0.0001634449,0.00001641991,0.00003229548,0.031599],"genre_scores_gemma":[0.9947167,0.00009025947,0.003395639,0.0001108555,0.000005153402,0.00004099037,0.0000121046,0.000002694989,0.001625696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942599,"threshold_uncertainty_score":0.02085066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009964767683283741,"score_gpt":0.2173886605219416,"score_spread":0.2074238928386579,"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."}}