{"id":"W4214667579","doi":"10.1787/5k3tsjqtp90v-en","title":"Learning Standards, Teaching Standards and Standards for School Principals","year":2013,"lang":"en","type":"paratext","venue":"OECD education working papers","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education- New Zealand; Council for Science and Technology Policy; Institut National Du Cancer; Secretaría de Educación Pública","keywords":"Library science; Political science; Academic standards; Geography; Pedagogy; Mathematics education; Sociology; Higher education; Psychology; Computer science","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009977384,0.0005088447,0.0006120439,0.0003906826,0.003205663,0.001386897,0.000451118,0.0006151681,0.0115511],"category_scores_gemma":[0.005369104,0.000550477,0.0002017001,0.0002111964,0.0003602825,0.0002687291,0.00007055425,0.001514725,0.0001723795],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004296827,"about_ca_system_score_gemma":0.02929945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009066332,"about_ca_topic_score_gemma":0.0003158917,"domain_scores_codex":[0.9942356,0.0008499229,0.0006507353,0.000871905,0.002494535,0.000897256],"domain_scores_gemma":[0.9962633,0.000649549,0.0006574686,0.0003676017,0.001407433,0.0006547047],"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":[0.00002819844,0.0000849567,0.001160234,0.0002146383,0.0001230319,1.62411e-7,0.04759398,0.00003184353,0.00002775023,0.006154187,0.585704,0.3588771],"study_design_scores_gemma":[0.0003470897,0.00006779638,0.0001667799,0.0008823939,0.00008184891,0.000001229177,0.05643345,0.000004796284,0.000006394496,0.0001562579,0.9412509,0.0006011179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003850184,0.004345334,0.0003238686,0.004093341,0.008756116,0.00157078,0.0002898592,0.0002082518,0.9765623],"genre_scores_gemma":[0.2757365,0.003818911,0.004322642,0.00117363,0.006927574,0.00095745,0.0005308651,0.0002232401,0.7063092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3582759,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175969138396743,"score_gpt":0.3943772433841586,"score_spread":0.3626175520001912,"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."}}