{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00111791,0.0003104991,0.0004219194,0.0002150498,0.0005798794,0.0002816849,0.001145544,0.0006840497,0.996998],"category_scores_gemma":[0.0004261462,0.0003418512,0.0001669954,0.0005763799,0.0003562341,0.0001551462,0.00008043062,0.0005966797,0.9934762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540918,"about_ca_system_score_gemma":0.0004760767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128502,"about_ca_topic_score_gemma":0.0002487715,"domain_scores_codex":[0.9971361,0.0005278205,0.0003086156,0.0005021546,0.000757989,0.0007672973],"domain_scores_gemma":[0.9984745,0.0002533863,0.00010515,0.0006576558,0.00006749894,0.0004418269],"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":[0.00004681005,0.00006761452,1.098026e-8,0.00002346059,0.00002769105,0.00001313175,0.0001528662,0.00000278902,4.302971e-8,0.000004463947,0.9805506,0.01911053],"study_design_scores_gemma":[0.000119095,0.00006678716,6.585049e-7,0.00008225488,0.00006110038,0.000001073285,0.00004450867,1.747067e-7,3.251346e-7,0.00001362739,0.9991626,0.0004478336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.924504e-7,0.00007517959,1.953663e-8,0.003590737,0.00001664819,0.0002484621,0.4934163,0.00009154528,0.5025609],"genre_scores_gemma":[5.82531e-8,0.000002609305,0.000009222772,0.0003428537,0.0008988597,0.00002217624,0.4177201,0.00001376943,0.5809904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07842951,"threshold_uncertainty_score":0.9999033,"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."}}