{"id":"W2500833638","doi":"10.1002/9781119224372.ch05","title":"Leadership Is an Obligation—Step Up","year":2015,"lang":"en","type":"other","venue":"","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obligation; Ceremony; Meaning (existential); Humility; Law; Political science; Sociology; Philosophy; Epistemology; Theology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002603811,0.0001298532,0.0001093466,0.0003416425,0.00006904674,0.0001384107,0.00045344,0.0001184516,0.05827493],"category_scores_gemma":[0.0004856093,0.0001076163,0.00002832084,0.0005985806,0.0002502803,0.0001593281,0.00004632206,0.0001723552,0.01024971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002977639,"about_ca_system_score_gemma":0.0004380808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062403,"about_ca_topic_score_gemma":0.0001638913,"domain_scores_codex":[0.998279,0.0001057683,0.00009686259,0.0005191577,0.0006727287,0.0003265302],"domain_scores_gemma":[0.9991958,0.00005590711,0.00005338729,0.0003443509,0.00009410324,0.000256516],"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":[0.000001581606,0.00002841266,0.00002054462,0.000009296357,7.690647e-7,0.000001121776,0.0003336178,1.215821e-8,0.0005860961,0.0004379932,0.9912888,0.007291727],"study_design_scores_gemma":[0.0001003128,0.00003962648,0.0000233265,0.0000239597,0.000002383058,0.000003078782,0.001689643,0.00006333877,0.005253672,0.0002838669,0.992351,0.0001658011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007137749,0.00003970449,0.00008924286,0.002549578,0.0006917773,0.0002259882,0.00003837114,0.0001677132,0.9961262],"genre_scores_gemma":[0.002222642,0.00002475001,0.00008111711,0.005812751,0.0003498297,0.00001802751,0.00001564468,0.00009598117,0.9913793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04802521,"threshold_uncertainty_score":0.9905209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5696289814986721,"score_gpt":0.4513041824625473,"score_spread":0.1183247990361249,"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."}}