{"id":"W4248296744","doi":"10.31227/osf.io/9vgyj","title":"PENERAPAN GAYA KEPEMIMPINAN DEMOKRATIK TERHADAP PENINGKATAN KINERJA APARATUR PADA DINAS PERHUBUNGAN,KOMUNIKASI DAN INFORMATIKA KABUPATEN KEPULAUAN MENTAWAI","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Employee Performance and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002720678,0.002142191,0.002234308,0.0006997994,0.00251364,0.002260722,0.00440826,0.001360784,0.002834984],"category_scores_gemma":[0.00009659075,0.001891183,0.001029124,0.001097586,0.0007959129,0.002911921,0.004108014,0.00244277,0.001790519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134888,"about_ca_system_score_gemma":0.001098321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01408448,"about_ca_topic_score_gemma":0.008706629,"domain_scores_codex":[0.9887813,0.0006037391,0.002645898,0.002142671,0.002928484,0.002897859],"domain_scores_gemma":[0.9935809,0.0001834303,0.001761172,0.002955569,0.0005459945,0.0009729557],"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":[0.0008227516,0.002857045,0.2358083,0.005801392,0.004339702,0.0001688492,0.2789607,0.006627626,0.002988289,0.1145408,0.3033926,0.04369194],"study_design_scores_gemma":[0.002682364,0.001143399,0.02153419,0.001407895,0.0008480903,0.00002307304,0.08527579,0.005943399,0.002291573,0.0005260504,0.8734743,0.004849906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5049298,0.0006709992,0.0003146641,0.004722337,0.005538304,0.004892224,0.0000565372,0.000696112,0.478179],"genre_scores_gemma":[0.8470145,0.004353562,0.001642065,0.001952504,0.001424299,0.0004458365,0.001293715,0.0001859488,0.1416876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5700817,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011952647612781,"score_gpt":0.2939862104794529,"score_spread":0.2638666840033251,"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."}}