{"id":"W6979758954","doi":"","title":"Advanced learner loans : application information : quarter 1 2017/18 academic report","year":2017,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Information system; Higher education; The Internet","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"],"consensus_categories":[],"category_scores_codex":[0.00007428634,0.0003069307,0.0002339873,0.0003780248,0.0002440481,0.0000575398,0.000666466,0.0004677446,0.00006150506],"category_scores_gemma":[0.0001030265,0.0003622412,0.0001632011,0.0001374068,0.0002377257,0.00009954114,0.0002549537,0.0004439026,0.0001849088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009863277,"about_ca_system_score_gemma":0.0004696866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008700408,"about_ca_topic_score_gemma":0.0001116471,"domain_scores_codex":[0.9987447,0.00005328452,0.0001769602,0.0005191618,0.0002460488,0.0002597913],"domain_scores_gemma":[0.9980837,0.0000185582,0.0007060233,0.0008964664,0.0001331239,0.0001621674],"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":[0.0002035743,0.00005858393,0.0002000092,0.00004036438,0.0000832006,0.00000663188,0.0001038273,0.000003589783,0.0007846067,0.0003352405,0.9786024,0.01957798],"study_design_scores_gemma":[0.000472734,0.00009131603,0.001084644,0.000070858,0.00003256374,0.00007249301,0.0009985914,0.00003903307,0.00005441996,0.00008293382,0.9966004,0.0003999368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003312922,0.000404048,0.005451156,0.0008470094,0.0003371347,0.001044292,0.002021776,0.0001468758,0.9864348],"genre_scores_gemma":[0.05283674,0.0001648078,0.0006440369,0.0002848857,0.0004624869,0.00001798777,0.01462072,0.0001149194,0.9308534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05558137,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005345529979520387,"score_gpt":0.2345832485145499,"score_spread":0.2292377185350295,"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."}}