{"id":"W7054628531","doi":"","title":"Adoption leadership board headline measures and business intelligence: quarter 4 2015 to 2016 update, January 2017","year":2017,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Headline; Quarter (Canadian coin); Context (archaeology)","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":[0.00005855224,0.0003293998,0.0003134603,0.0004690298,0.0002340634,0.0001461811,0.0004975391,0.0001815199,0.0001838532],"category_scores_gemma":[0.00004372822,0.0003597258,0.00007725181,0.0002185056,0.0002220259,0.0003044858,0.0001356066,0.0002667751,0.0005213226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009272843,"about_ca_system_score_gemma":0.0001647826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002278467,"about_ca_topic_score_gemma":0.0003365772,"domain_scores_codex":[0.998844,0.00002969998,0.0001510298,0.0004364248,0.000212151,0.0003266859],"domain_scores_gemma":[0.9988102,0.00004648922,0.00009916706,0.0006108182,0.00009437115,0.0003389456],"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":[0.00004694282,0.00007070427,0.0000174398,0.0001605518,0.00004687384,0.000004864604,0.0002262689,0.0001274452,0.00001235574,0.001699204,0.9661071,0.03148019],"study_design_scores_gemma":[0.0001537608,0.00003899907,0.0004994744,0.0003317801,0.00003997355,0.000008169471,0.002203603,0.0006917869,0.000002408909,0.0001653676,0.9954326,0.0004320694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005503642,0.002801496,0.03310543,0.007438865,0.0004320017,0.001464025,0.002122059,0.0005209512,0.9515648],"genre_scores_gemma":[0.01545428,0.0009077769,0.002155199,0.0003581746,0.0005533242,0.00002606416,0.0009362162,0.0002214251,0.9793875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03104812,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877402328202594,"score_gpt":0.2141469659349702,"score_spread":0.1953729426529443,"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."}}