{"id":"W4414710325","doi":"10.1108/978-1-80592-158-520251008","title":"Considerations: From “The BoSS” to LEADERS","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Work (physics); Focus (optics); Resource (disambiguation); Focus group","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907512,0.0004528219,0.0002668313,0.0004375988,0.005430363,0.007171214,0.0006870014,0.002296969,0.03696886],"category_scores_gemma":[0.004384784,0.00023681,0.0001919511,0.000322857,0.003065484,0.005772346,0.002325766,0.005703165,0.01465783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427123,"about_ca_system_score_gemma":0.002166469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048142,"about_ca_topic_score_gemma":0.004382384,"domain_scores_codex":[0.9971922,0.001426308,0.00005427412,0.0002339955,0.000722035,0.0003711935],"domain_scores_gemma":[0.998704,0.0003144073,0.00007439579,0.00004036763,0.0004049478,0.0004619488],"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":[0.00001335693,0.00002983112,0.0002934879,0.00007934878,0.000002239814,0.000447599,0.01391408,0.00004404651,0.0003398954,0.1564625,0.7907073,0.03766637],"study_design_scores_gemma":[0.000001735605,0.00001532625,0.0001909067,0.0001687574,0.000001032365,0.0002247756,0.008756106,0.00002919343,0.0001252164,0.009251285,0.9812297,0.000006010202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006661566,0.008556361,0.004999244,0.1890603,0.01027406,0.00007630843,0.00006712906,0.0003097464,0.7799953],"genre_scores_gemma":[0.1218625,0.003704811,0.002750969,0.06110876,0.002500872,0.00007539765,0.00007701403,0.0003374412,0.8075823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03696886,"threshold_uncertainty_score":0.1236731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505694853787039,"score_gpt":0.2307061863749407,"score_spread":0.1801367009962368,"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."}}