{"id":"W1989744625","doi":"10.1108/01437730310469589","title":"Remote transformational leadership","year":2003,"lang":"en","type":"article","venue":"Leadership & Organization Development Journal","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Saint Mary's University","funders":"","keywords":"Transformational leadership; Psychology; Leadership style; Transactional leadership; Vignette; Social psychology; Shared leadership; Reading (process); Interpersonal communication; Charisma; Style (visual arts); Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007507265,0.0002221115,0.0001729201,0.0002562594,0.0005064405,0.000143749,0.0002559169,0.0001814279,0.01253772],"category_scores_gemma":[0.0001131176,0.0002186751,0.00004708514,0.0007221913,0.00005866469,0.0003567155,0.000007539844,0.000531501,0.001461758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805718,"about_ca_system_score_gemma":0.0003516098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000124939,"about_ca_topic_score_gemma":0.000005963137,"domain_scores_codex":[0.9980323,0.0001697371,0.0005853447,0.0002258013,0.0004235888,0.000563195],"domain_scores_gemma":[0.99911,0.00004852799,0.0002106146,0.0001630168,0.0002674654,0.000200345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000222596,0.0009147217,0.2832348,0.0003894059,0.001161912,0.0002033017,0.3294602,0.000938027,0.001259548,0.1180282,0.04335336,0.220834],"study_design_scores_gemma":[0.007121496,0.0002249041,0.3713511,0.0003709217,0.0001104433,0.006669688,0.06444968,0.000425986,0.006552399,0.001966672,0.538249,0.002507725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3490271,0.001499369,0.5682728,0.01539678,0.006690718,0.000654375,0.000007297515,0.0004729902,0.05797857],"genre_scores_gemma":[0.9773577,0.00002529177,0.009664658,0.00247497,0.0002093252,0.000001930512,0.0000477148,0.00005924788,0.0101591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6283307,"threshold_uncertainty_score":0.9993157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143985334938381,"score_gpt":0.2823351632446291,"score_spread":0.167936629750791,"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."}}