{"id":"W7164902093","doi":"10.1080/17153379.2023.12558325","title":"Appendix a List of documents coded for leadership trait analysis","year":2023,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trait; Appendix","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001562375,0.0009873399,0.0008682329,0.009167652,0.001895649,0.00149592,0.0009300727,0.0006318998,0.4312331],"category_scores_gemma":[0.03201395,0.0005126545,0.0004216766,0.009478382,0.0004188049,0.001319629,0.0009886472,0.001412449,0.1324512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082043,"about_ca_system_score_gemma":0.003362583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744778,"about_ca_topic_score_gemma":0.01516057,"domain_scores_codex":[0.9985316,0.0003066959,0.0003676926,0.0001558739,0.0004839455,0.0001541082],"domain_scores_gemma":[0.9545064,0.01793461,0.003119534,0.001828612,0.0215092,0.001101627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003714693,0.0003640906,0.01408404,0.001688708,0.00001826586,0.0001925701,0.0009150173,0.0002312764,0.0006883775,0.001830638,0.9221413,0.05747423],"study_design_scores_gemma":[0.0002856971,0.0002388309,0.09385627,0.001470894,0.00003046604,0.0006636324,0.005329718,0.0007298554,0.002751346,0.004255102,0.8902766,0.0001115409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01288485,0.0002483191,0.002647773,0.0007047941,0.0004407016,0.003402367,0.944473,0.0009790967,0.0342191],"genre_scores_gemma":[0.04410044,0.0008912263,0.02328891,0.0005816688,0.0002795669,0.01576336,0.8254754,0.001157042,0.08846228],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4312331,"threshold_uncertainty_score":0.8112769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009636305834019,"score_gpt":0.2618049783329754,"score_spread":0.2217086152746353,"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."}}