{"id":"W4292937349","doi":"10.17760/d20449620","title":"Becoming a head of school","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Judaism; Position (finance); Pedagogy; Educational leadership; Plan (archaeology); Politics; Psychology; Medical education; Political science; Sociology; Social psychology; Medicine","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":[],"category_scores_codex":[0.0004986661,0.00005955819,0.0001527134,0.00004513917,0.0004534824,0.00003947317,0.0002349102,0.0001487171,0.01574141],"category_scores_gemma":[0.0002297726,0.00007000819,0.0001576179,0.0002005662,0.00003694122,0.00009884467,0.00001728769,0.0002317746,0.00003574303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226617,"about_ca_system_score_gemma":0.0005514519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03523195,"about_ca_topic_score_gemma":0.06403443,"domain_scores_codex":[0.9990426,0.00009357322,0.0001643708,0.0001224354,0.0004397065,0.0001372787],"domain_scores_gemma":[0.9996138,0.00005147388,0.0001181599,0.00009065934,0.00006689181,0.00005906275],"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":[0.000009648113,0.0002921615,0.01847338,0.0004221121,0.0002319272,0.000006656686,0.2130044,0.000005134977,0.0002889146,0.6755666,0.08308315,0.008615944],"study_design_scores_gemma":[0.0002226318,0.00003056423,0.02962189,0.00006233891,0.00006391781,9.747332e-8,0.6434192,0.000003233397,0.000115591,0.006384752,0.319782,0.0002937558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.300106,0.0003192484,0.000002229687,0.0001682912,0.0008484983,0.0001310033,0.000005956532,0.00003652451,0.6983822],"genre_scores_gemma":[0.5926682,0.0005247474,0.0002335014,0.0001674046,0.0002258215,0.00002915294,0.0002201382,0.00001598102,0.405915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6691818,"threshold_uncertainty_score":0.9851583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670268792646943,"score_gpt":0.3917409342209949,"score_spread":0.3450382462945255,"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."}}