{"id":"W6996491836","doi":"","title":"School inspection update: June 2016: issue 7","year":2016,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Quarter (Canadian coin); Section (typography); Pilot program; Launched","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":[0.0001262285,0.0007660141,0.0006541496,0.003089707,0.0004674649,0.0001715589,0.001154354,0.0004077577,0.0159359],"category_scores_gemma":[0.0001841015,0.0008543298,0.0003663615,0.00120067,0.0006227098,0.001037863,0.0004779535,0.0005944953,0.1358598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034719,"about_ca_system_score_gemma":0.001886621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317815,"about_ca_topic_score_gemma":0.0006365414,"domain_scores_codex":[0.9967333,0.0002443641,0.0003171186,0.001258386,0.0007091005,0.0007377064],"domain_scores_gemma":[0.9968483,0.0001410171,0.0007575169,0.001258371,0.0001817193,0.0008130151],"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":[0.0003199845,0.0005235399,0.000164266,0.00007024503,0.000239546,0.00004140737,0.0001991784,0.000001317904,0.00005601666,0.007154852,0.9861704,0.005059298],"study_design_scores_gemma":[0.001396008,0.00005773662,0.0004197654,0.0005372209,0.0001151781,0.00004362951,0.003174593,0.00001783629,0.000007930927,0.0005426457,0.9927134,0.0009740654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000276095,0.0003453714,0.0007805937,0.002181065,0.001150111,0.001414863,0.01980268,0.001798915,0.9722503],"genre_scores_gemma":[0.0007881544,0.0001503144,0.0005459996,0.0003260877,0.001498719,0.00001199695,0.003467695,0.001032752,0.9921783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1199238,"threshold_uncertainty_score":0.9993907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00375968159042055,"score_gpt":0.2080251519300576,"score_spread":0.204265470339637,"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."}}