{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005400808,0.0002587782,0.0004006762,0.0001546934,0.0002156546,0.000007600247,0.0006652441,0.0006452415,0.03941729],"category_scores_gemma":[0.00002731044,0.0003576578,0.0002303016,0.0001068239,0.0003153639,0.00001143452,0.0002689637,0.0003228221,0.00001417056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001633862,"about_ca_system_score_gemma":0.0006532834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4872423,"about_ca_topic_score_gemma":0.2671451,"domain_scores_codex":[0.9988973,0.0000820301,0.0001636946,0.0003462687,0.0002671034,0.0002436427],"domain_scores_gemma":[0.9985183,0.00003721431,0.000539046,0.0006433963,0.0001303568,0.000131683],"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":[0.00004014171,0.00004150164,0.0002835334,0.0001823018,0.0003592036,0.00003322672,0.0002160233,0.0000681142,0.001228136,0.0001576935,0.9972011,0.0001890319],"study_design_scores_gemma":[0.001279044,0.0003567019,0.00003542885,0.0002211022,0.0003205753,0.00004277671,0.3134801,0.0003102208,0.00153962,0.00000728496,0.6816808,0.00072632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003433836,0.0004770593,0.003239756,0.0003120579,0.0004329202,0.0002581055,0.00005578137,0.0000422925,0.9948387],"genre_scores_gemma":[0.1285165,0.0004792433,0.003305383,0.00008924709,0.0001352394,6.698711e-8,0.0001025634,0.0000864273,0.8672853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3155203,"threshold_uncertainty_score":0.9998875,"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."}}