{"id":"W4392306453","doi":"10.1007/978-3-031-34366-7_3","title":"Humanistic Leadership in the Amish Community: Leading from the Edge","year":2024,"lang":"en","type":"book-chapter","venue":"Humanism in business series","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Humanism; Enhanced Data Rates for GSM Evolution; Sociology; Psychoanalysis; Psychology; Political science; Computer science; Artificial intelligence; Law","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":[0.001761755,0.0003027,0.0002016196,0.0006648762,0.01236057,0.008295379,0.0006811708,0.001742504,0.01147658],"category_scores_gemma":[0.001855543,0.0001267121,0.0001454344,0.0008154662,0.0138183,0.003192494,0.005266268,0.003675146,0.001335812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005414203,"about_ca_system_score_gemma":0.01203528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200037,"about_ca_topic_score_gemma":0.03974203,"domain_scores_codex":[0.9985708,0.0005260414,0.000009904535,0.000047915,0.000236636,0.0006086535],"domain_scores_gemma":[0.9982286,0.0002669422,0.00008240888,0.0000359094,0.0001605527,0.001225581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007346518,0.0001455461,0.001554282,0.00009766492,0.000006607435,0.0003301004,0.08438234,0.0001308068,0.0004050806,0.6792645,0.1631344,0.0704753],"study_design_scores_gemma":[0.00002720805,0.00009353067,0.004225173,0.000202812,0.00000406879,0.0001543751,0.1242999,0.0003355041,0.0002414539,0.1193088,0.7510868,0.00002044337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06369106,0.00610395,0.00106072,0.09388176,0.002289081,0.00004289487,0.0000148575,0.00006009838,0.8328556],"genre_scores_gemma":[0.8334892,0.002431932,0.0004980915,0.006653912,0.0007676547,0.00003496071,0.00001173998,0.00004865841,0.1560639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01236057,"threshold_uncertainty_score":0.03928298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572169295253001,"score_gpt":0.2301049567524996,"score_spread":0.0728880272271995,"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."}}