{"id":"W7017007087","doi":"","title":"Advice on employing overseas-trained teachers: for overseas teachers, school leaders, school staff, governing bodies and local authorities","year":2013,"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":"Agency (philosophy); Subject (documents); Advice (programming); State (computer science); Training (meteorology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002684072,0.000436624,0.0003183699,0.001183161,0.003150662,0.001960603,0.001475135,0.005840443,0.3585129],"category_scores_gemma":[0.008929996,0.0005543816,0.000440769,0.0009537934,0.0008071316,0.004485188,0.001671042,0.003047735,0.2390619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188644,"about_ca_system_score_gemma":0.007172898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0394097,"about_ca_topic_score_gemma":0.1348087,"domain_scores_codex":[0.9985594,0.0003198438,0.0001237352,0.00008743051,0.0006259527,0.0002837134],"domain_scores_gemma":[0.9901581,0.00226478,0.0002471308,0.0006831305,0.005170148,0.001476696],"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":[0.00001501987,0.00004780978,0.0003055095,0.00006227846,7.553522e-7,0.0001424607,0.0007598611,0.00002912664,0.0003553003,0.0009286802,0.9800264,0.01732693],"study_design_scores_gemma":[0.00001461079,0.0000128925,0.001252226,0.00009524158,0.000001756703,0.0001232062,0.001132962,0.00003134083,0.0001986306,0.0003572665,0.9967688,0.00001116854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003084583,0.0007157592,0.004599927,0.03380213,0.00213227,0.0007311966,0.002346369,0.004793213,0.9477945],"genre_scores_gemma":[0.0045532,0.0003810908,0.00282223,0.01376581,0.0001226292,0.0002294499,0.0004911515,0.0008692487,0.9767651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3585129,"threshold_uncertainty_score":0.9150035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328672753971797,"score_gpt":0.2389389597999864,"score_spread":0.2256522322602685,"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."}}