{"id":"W2000978712","doi":"10.5539/ass.v11n7p208","title":"The Influence of Individual Psychological Abilities on Managerial Activities of Line Managers","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Line management; Selection (genetic algorithm); Line (geometry); Applied psychology; First line; Social psychology; Marketing; Knowledge management; Business; Public relations; Computer science; Political 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":[0.002596034,0.00007781193,0.0001202291,0.00007544179,0.000269181,0.0001010455,0.001618169,0.00003496454,0.00000182837],"category_scores_gemma":[0.0004002112,0.00005359554,0.00003629051,0.0006966222,0.001437492,0.0003366645,0.0002676396,0.00009983331,0.000002415316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005962446,"about_ca_system_score_gemma":0.0002523748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001360861,"about_ca_topic_score_gemma":0.00000163738,"domain_scores_codex":[0.9983082,0.0001358927,0.000216254,0.0002482751,0.0008697932,0.0002215982],"domain_scores_gemma":[0.9991728,0.0002165172,0.0001571722,0.0002493174,0.0001308255,0.000073332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001484888,0.0001104338,0.0003738476,0.000005328317,0.000008751129,7.625919e-7,0.01780254,0.00001100089,0.0003492333,0.6181945,0.0002388353,0.3628899],"study_design_scores_gemma":[0.0003168395,0.0004050808,0.8181252,0.00002391069,0.000005841448,0.000002905257,0.01252877,0.00001891141,0.00365241,0.1631217,0.001577396,0.0002209108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338477,0.00001777324,0.003155898,0.003610268,0.000659297,0.0001456849,0.000002847546,0.00002937535,0.05853122],"genre_scores_gemma":[0.9775767,0.000003181817,0.02211738,0.0001216353,0.00006837158,0.00001099789,2.024624e-7,0.000001948664,0.00009957246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177514,"threshold_uncertainty_score":0.5296499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07035369118046379,"score_gpt":0.3682497441157769,"score_spread":0.2978960529353131,"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."}}