{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001433448,0.002701267,0.001543253,0.004202928,0.0008496204,0.00347437,0.003398865,0.002668343,0.2880949],"category_scores_gemma":[0.008356751,0.001148426,0.001452825,0.007848652,0.0006025284,0.001455857,0.002829492,0.001452557,0.4245676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498905,"about_ca_system_score_gemma":0.002302647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02286089,"about_ca_topic_score_gemma":0.03608619,"domain_scores_codex":[0.9988558,0.0001934335,0.0001488845,0.0003534068,0.0002196939,0.00022885],"domain_scores_gemma":[0.9970633,0.0008031426,0.0003701564,0.0007512578,0.000569613,0.0004425741],"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":[0.00008147201,0.00002445191,0.001069449,0.0008050709,0.00003737377,0.00001707402,0.00002309985,0.0002485892,0.00008048344,0.0002655611,0.9942609,0.003086405],"study_design_scores_gemma":[0.0005928194,0.0000436449,0.004785548,0.0004571437,0.00006025019,0.00004582513,0.00008897126,0.0006406426,0.0004277223,0.001010841,0.9918026,0.00004399032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00008811036,0.00005182127,0.00005599769,0.00005160575,0.00002338823,0.000009406174,0.9985879,0.0004750637,0.0006566306],"genre_scores_gemma":[0.0004155131,0.00005968241,0.0001523961,0.00006234082,0.00001076905,0.00007489436,0.997509,0.0001390043,0.001576335],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7119051,"threshold_uncertainty_score":0.9637736,"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."}}