{"id":"W4250616323","doi":"10.14322/publons.r2758747","title":"10.14322/publons.r2758747","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; Engineering ethics; Political science; Public relations; Engineering; 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":[0.001114505,0.0003106763,0.0004235437,0.0002154505,0.0005790357,0.0002817616,0.001144123,0.0006855185,0.9970748],"category_scores_gemma":[0.0004339495,0.0003422968,0.000167511,0.0005733465,0.0003491853,0.0001558378,0.00008023303,0.000594474,0.9933008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537473,"about_ca_system_score_gemma":0.0004639751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119908,"about_ca_topic_score_gemma":0.0002421792,"domain_scores_codex":[0.9971316,0.0005263978,0.0003112841,0.0005015384,0.0007666143,0.0007626018],"domain_scores_gemma":[0.9984681,0.0002579748,0.0001058517,0.0006579667,0.00006726712,0.0004428496],"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":[0.00004559547,0.00006886723,1.136654e-8,0.0000228457,0.0000275768,0.00001341317,0.0001594612,0.000002924641,4.332955e-8,0.000004263778,0.9753666,0.02428839],"study_design_scores_gemma":[0.0001212761,0.00006820416,7.712669e-7,0.00007792048,0.00006170025,0.000001099868,0.00004886628,1.857928e-7,2.653142e-7,0.00001195859,0.9991594,0.0004483608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.48249e-7,0.00007183097,2.041644e-8,0.003522277,0.00001682154,0.0002464137,0.4898942,0.00009311006,0.5061551],"genre_scores_gemma":[5.672997e-8,0.00000260962,0.000009580903,0.0003570639,0.0009122072,0.000021956,0.4176782,0.00001377885,0.5810046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07484944,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609278021137753,"score_gpt":0.264660966502244,"score_spread":0.2385681862908665,"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."}}