{"id":"W4245745532","doi":"10.14322/publons.r2778286","title":"10.14322/publons.r2778286","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ethical leadership; Leadership development; Management; Business; Political science; Public relations; Economics","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":[0.001508599,0.002912343,0.001589463,0.004084701,0.0008894196,0.003485938,0.003667003,0.002898372,0.2745915],"category_scores_gemma":[0.008314331,0.001228606,0.001592166,0.007392978,0.0006443688,0.001529106,0.002994598,0.001555274,0.427989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562657,"about_ca_system_score_gemma":0.00231166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333675,"about_ca_topic_score_gemma":0.03732168,"domain_scores_codex":[0.9988213,0.0002007808,0.0001487423,0.0003690829,0.0002267626,0.0002333671],"domain_scores_gemma":[0.9970773,0.0007749328,0.0003494055,0.0007930595,0.000563167,0.0004421131],"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":[0.00007970916,0.00002527709,0.0009885533,0.0008007274,0.00003840917,0.000016648,0.00002316165,0.000265325,0.00008511701,0.0002643811,0.9943941,0.003018751],"study_design_scores_gemma":[0.000608171,0.00004528865,0.004634637,0.0004468515,0.00006167532,0.0000475116,0.00008746915,0.0007415554,0.0004788161,0.001072021,0.9917286,0.00004747029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000895179,0.00005410343,0.00006326279,0.00005661475,0.00002610845,0.00001024301,0.9984674,0.0005909872,0.0006416883],"genre_scores_gemma":[0.0004096802,0.00005795735,0.000169326,0.00006244503,0.00001093887,0.00007637963,0.9976215,0.000147494,0.001444288],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7254086,"threshold_uncertainty_score":0.9186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585560545549065,"score_gpt":0.2643637048009189,"score_spread":0.2385080993454283,"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."}}