{"id":"W4254663339","doi":"10.37119/ojs2015.v21i1.218","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521528,0.0001260292,0.000174487,0.0001823609,0.0001032763,0.00009507655,0.0002874183,0.0007786921,0.00009686279],"category_scores_gemma":[0.006694461,0.0001421903,0.00003731103,0.0002984895,0.000141206,0.0001456899,0.00001673199,0.0006654767,0.0002436339],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256776,"about_ca_system_score_gemma":0.01396701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135466,"about_ca_topic_score_gemma":0.009103773,"domain_scores_codex":[0.9979677,0.0003325097,0.0002060553,0.000247601,0.0009987095,0.0002474648],"domain_scores_gemma":[0.9985104,0.0004030491,0.0001294348,0.00017325,0.0006695483,0.0001142877],"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":[0.000003929787,0.0001349947,0.0001057407,0.00000943141,0.000003505284,3.327327e-8,0.134607,1.068789e-7,6.204507e-8,0.0002024786,0.8616805,0.003252155],"study_design_scores_gemma":[0.00008645478,0.00000688658,0.00003036022,0.00004110812,0.000008074498,7.420519e-9,0.1206982,2.175337e-8,7.658603e-8,0.001335966,0.8776615,0.0001313896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000263848,0.001246986,3.184578e-7,0.008530919,0.9609788,0.0001925219,0.000006016793,0.00005559732,0.02896245],"genre_scores_gemma":[0.0005879061,0.0003287073,0.00004467971,0.00004017974,0.9866931,0.0001201799,0.000147666,0.00001719954,0.01202042],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02571425,"threshold_uncertainty_score":0.9952288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193157824868769,"score_gpt":0.4419441705985576,"score_spread":0.3600125923498699,"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."}}