{"id":"W4231509970","doi":"10.37119/ojs2016.v22i2.337","title":"Editorial","year":2016,"lang":"en","type":"editorial","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004314448,0.002966196,0.002732496,0.003533871,0.002784833,0.006059417,0.00249898,0.006025503,0.0461162],"category_scores_gemma":[0.02372392,0.0008582175,0.001755583,0.00112216,0.001549488,0.00337799,0.001324955,0.009860027,0.0354517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964449,"about_ca_system_score_gemma":0.003435871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165229,"about_ca_topic_score_gemma":0.003327542,"domain_scores_codex":[0.9959784,0.0005557913,0.0004529277,0.0005635512,0.002139694,0.0003096275],"domain_scores_gemma":[0.9783943,0.004700865,0.001624022,0.000727888,0.01111601,0.003436903],"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":[0.00001796958,0.000005708045,0.00001378818,0.0000651391,0.000004730867,0.0000601253,0.000005768283,0.000008713546,0.00002361593,0.00009732253,0.9972831,0.002413869],"study_design_scores_gemma":[0.00005546119,0.00002582695,0.000182861,0.0003343956,0.00002280729,0.000231738,0.00004055279,0.0000694356,0.0000954178,0.0006576363,0.9982712,0.00001248254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004034063,0.001651822,0.00007704135,0.02152611,0.9731514,0.00003088761,0.0001105883,0.00007220296,0.003339691],"genre_scores_gemma":[0.0005557507,0.002364823,0.0001284124,0.01298961,0.955333,0.00003593146,0.0001272587,0.00008176711,0.02838343],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0461162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890078786943856,"score_gpt":0.4275688074727257,"score_spread":0.3786680196032872,"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."}}