{"id":"W7069001018","doi":"","title":"Canada Connections","year":2013,"lang":"en","type":"other","venue":"University of Huddersfield Repository (University of Huddersfield)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Performance art; George (robot); Gloom; Subject (documents); Wright; Performing arts","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":["insufficient_payload"],"category_scores_codex":[0.001466371,0.001060747,0.0007297529,0.002898848,0.01172754,0.01071807,0.002084285,0.002743922,0.5553024],"category_scores_gemma":[0.005145637,0.0006247864,0.0005888775,0.005197666,0.001322827,0.003329929,0.004819598,0.002033971,0.224831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03029317,"about_ca_system_score_gemma":0.08415513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8237767,"about_ca_topic_score_gemma":0.9287181,"domain_scores_codex":[0.9974588,0.0001225295,0.00007408363,0.0004097937,0.001292218,0.0006426435],"domain_scores_gemma":[0.9929481,0.000222908,0.0001192292,0.0004694849,0.00401888,0.002221514],"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":[0.00004354463,0.00001209866,0.0004062874,0.0000711386,0.00000402145,0.0001017797,0.000184577,0.00004754565,0.0001199686,0.01848706,0.9539083,0.02661364],"study_design_scores_gemma":[0.000003266814,0.000001930666,0.0002750304,0.00002294764,0.000001339425,0.00002406976,0.0001322718,0.00002214546,0.00003964037,0.0004874007,0.9989854,0.000004521098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001112182,0.001267762,0.0008373338,0.006489345,0.00155779,0.00009114075,0.02092945,0.001201161,0.9665139],"genre_scores_gemma":[0.004037438,0.0007593541,0.0006913161,0.001197337,0.00006382428,0.00003974036,0.006926303,0.0005094369,0.9857754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4446976,"threshold_uncertainty_score":0.6343071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002690991365323169,"score_gpt":0.1484537817341846,"score_spread":0.1457627903688614,"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."}}