{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122885,0.0002449175,0.00008429598,0.0006111556,0.0003139841,0.001031356,0.0001404164,0.0001936863,0.001966679],"category_scores_gemma":[0.009047984,0.00009455193,0.0001297183,0.0002771217,0.0004779655,0.0003963856,0.0006080165,0.0002722823,0.0001349042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413319,"about_ca_system_score_gemma":0.0002933452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007081385,"about_ca_topic_score_gemma":0.001056778,"domain_scores_codex":[0.9983969,0.001009408,0.00007264502,0.0001014891,0.0002117463,0.0002078592],"domain_scores_gemma":[0.9879082,0.00682813,0.002568539,0.0005327835,0.0006802898,0.001482083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002549737,0.0003059915,0.9497474,0.00005372969,0.00007046623,0.0002696333,0.003062337,0.000804029,0.002510878,0.0006824141,0.0001681499,0.04207],"study_design_scores_gemma":[0.000004859085,0.0001683557,0.9954441,0.00001316205,0.00001722956,0.0001312337,0.001954379,0.0008477831,0.0005090063,0.000444536,0.0004567188,0.000008591199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974751,0.00009422654,0.000379212,0.00006063554,0.00000240246,0.00000544045,0.00001517877,0.000003654793,0.001964114],"genre_scores_gemma":[0.9997497,0.00002038343,0.00008148263,0.000003294829,0.000002033549,0.000001783365,0.000007032972,5.068112e-7,0.0001336861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966679,"threshold_uncertainty_score":0.00657922,"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."}}