{"id":"W7027105551","doi":"","title":"BoB National at the University of Lincoln","year":2014,"lang":"en","type":"other","venue":"Jisc Repository (Jisc)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Higher education; Distance education; Research council","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":[0.0004793181,0.0004126997,0.0005306494,0.0003018323,0.0003787398,0.00003462568,0.0008974537,0.0005682536,0.003756172],"category_scores_gemma":[0.00006408412,0.0003445462,0.0003635234,0.0002146889,0.0006348128,0.00006275658,0.0004116816,0.0003090318,0.009400518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007740333,"about_ca_system_score_gemma":0.0004241613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127236,"about_ca_topic_score_gemma":0.001032871,"domain_scores_codex":[0.9970703,0.0003984647,0.000339915,0.0006339002,0.001238605,0.0003188834],"domain_scores_gemma":[0.9973246,0.0001654436,0.001073092,0.001067902,0.0002402189,0.0001286714],"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":[0.00006806228,0.00008650916,0.001067692,0.00008687478,0.0003039609,0.00004366756,0.0001694194,0.0000601787,0.003879228,0.0002955815,0.9939005,0.00003831625],"study_design_scores_gemma":[0.0005206185,0.00004428597,0.002281586,0.00018772,0.0001500405,0.00005902656,0.00004959742,0.00009565516,0.0008477109,0.00003184436,0.9953616,0.0003702608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000790994,0.000866586,0.00003101079,0.0001730267,0.001156122,0.0005051988,0.0002895324,0.0003272285,0.9958603],"genre_scores_gemma":[0.01571494,0.00002042096,0.0001753793,0.00005207332,0.001404233,0.000004156675,0.0001187203,0.0006736959,0.9818364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01492395,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007104088753607728,"score_gpt":0.2010769920276926,"score_spread":0.1939729032740849,"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."}}