{"id":"W4315820769","doi":"10.33972/ijsl.82","title":"Picture Books Exemplifying Servant-Leadership","year":2018,"lang":"en","type":"article","venue":"International Journal of Servant-Leadership","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Servant leadership; Servant; Psychology; Sociology; Computer science; Leadership style; Social psychology; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523105,0.0007765438,0.000403119,0.002535578,0.002031063,0.004233422,0.0007388622,0.002372978,0.2097651],"category_scores_gemma":[0.001207229,0.0002269953,0.0003356158,0.006059782,0.001043796,0.00360472,0.00158651,0.001871777,0.05272397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036459,"about_ca_system_score_gemma":0.0005892403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280391,"about_ca_topic_score_gemma":0.02663154,"domain_scores_codex":[0.9996856,0.00005963994,0.00001143408,0.00002969931,0.0001741812,0.00003940129],"domain_scores_gemma":[0.9991016,0.0004600986,0.00004217044,0.00004984322,0.0001401359,0.0002061575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003068201,0.00003043976,0.0001604125,0.0002764994,0.000003066178,0.0002046315,0.0006623391,0.00003775968,0.0003566054,0.007432153,0.9509475,0.03985796],"study_design_scores_gemma":[0.00000359667,0.0000105057,0.0005485183,0.00008089867,0.000001330347,0.00009444762,0.0004824398,0.00001388975,0.00004505949,0.001008397,0.9977086,0.000002375475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002959583,0.06087639,0.000647142,0.02242553,0.02344777,0.00005028364,0.0007112428,0.0002975168,0.8885845],"genre_scores_gemma":[0.01150632,0.01962709,0.0006128675,0.007833438,0.008421714,0.00003485443,0.0004851,0.0001898511,0.9512888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2097651,"threshold_uncertainty_score":0.7017341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3924789996496233,"score_gpt":0.4185751797026832,"score_spread":0.02609618005305991,"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."}}