{"id":"W4242775472","doi":"10.1108/s1479-3660(2010)0000011024","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Advances in educational administration","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational leadership; Teacher leadership; Political science; Publishing; Context (archaeology); Leadership development; Pedagogy; Sociology; Public administration; Public relations; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002762523,0.0004581789,0.0003801633,0.000522582,0.0001160718,0.0001106104,0.0004954106,0.0006138052,0.01959234],"category_scores_gemma":[0.0003196451,0.0005166768,0.00009428737,0.0006112414,0.0002263583,0.00108893,0.00003629431,0.001302483,0.0630111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009098,"about_ca_system_score_gemma":0.003634989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002967931,"about_ca_topic_score_gemma":0.002631965,"domain_scores_codex":[0.9973066,0.00009669158,0.000765944,0.0007665145,0.0006591479,0.0004050994],"domain_scores_gemma":[0.9980693,0.0003539683,0.0006366192,0.0005263062,0.000273044,0.0001407317],"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":[0.0004755247,0.003081392,0.007761714,0.0005735108,0.00005826922,0.000009315046,0.0004021385,0.001880261,0.001784245,0.04203892,0.9260358,0.01589887],"study_design_scores_gemma":[0.0002782244,0.00007483635,0.006998427,0.0001346739,0.00001226478,0.00003547155,0.00005523914,0.00003912481,0.0004342168,0.00991024,0.9814709,0.0005563196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008268562,0.008597631,0.0002481546,0.002281416,0.02070882,0.001039564,0.001057876,0.00006193828,0.957736],"genre_scores_gemma":[0.6850932,0.001390572,0.003116005,0.0002724426,0.005738762,0.0009892887,0.01695209,0.0002051632,0.2862424],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6768247,"threshold_uncertainty_score":0.9997285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378934441575279,"score_gpt":0.365708058742883,"score_spread":0.3519187143271302,"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."}}