{"id":"W2131846301","doi":"10.1002/jls.20184","title":"Response for ILA worldviews panel papers","year":2010,"lang":"en","type":"article","venue":"Journal of Leadership Studies","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Sociology; Leadership studies; Leadership style; Leadership; Transformative learning; Discipline; Epistemology; Political science; Social science; Public relations; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0094509,0.0001583245,0.0004441049,0.0001743438,0.0006752484,0.00007962139,0.0004117914,0.0001598706,0.00007915669],"category_scores_gemma":[0.008330206,0.0001279356,0.0003335486,0.000291671,0.001039169,0.0002845103,0.00001956624,0.0006582502,0.0000197306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009319842,"about_ca_system_score_gemma":0.0003246578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001599632,"about_ca_topic_score_gemma":0.003104654,"domain_scores_codex":[0.9975916,0.000680519,0.0005279046,0.0001547243,0.0005304014,0.0005148811],"domain_scores_gemma":[0.9956994,0.003050797,0.0004459019,0.000153229,0.0004632555,0.0001874399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00706925,0.0004086225,0.008459448,0.0005019919,0.001142595,0.00008412615,0.7227334,0.00001600969,0.01300311,0.03177698,0.1790316,0.0357728],"study_design_scores_gemma":[0.0006175024,0.0001714539,0.002190246,0.0001170607,0.00006811712,0.000008890936,0.3852566,2.23004e-7,0.0002155654,0.0009318944,0.6102641,0.0001584084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3359708,0.007851091,0.00006705433,0.6433496,0.005055842,0.0005771561,0.0000060924,0.0000687711,0.007053561],"genre_scores_gemma":[0.9806931,0.0003136968,0.001818384,0.003868572,0.002020689,0.00001299217,3.455086e-7,0.0000190492,0.01125319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6447223,"threshold_uncertainty_score":0.9972637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4243894742850458,"score_gpt":0.4354316422661897,"score_spread":0.01104216798114388,"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."}}