{"id":"W6986010806","doi":"","title":"Welcome to Canada","year":2019,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.00001367827,0.0004029568,0.0003245639,0.0004496934,0.0001040149,0.0001051406,0.001249953,0.0004192865,0.0004427124],"category_scores_gemma":[0.00001505298,0.0005105125,0.0001622312,0.0005619341,0.00008246857,0.00003340178,0.001032913,0.0002749768,0.000406792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071593,"about_ca_system_score_gemma":0.0009464517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01253129,"about_ca_topic_score_gemma":0.02082996,"domain_scores_codex":[0.9986658,0.00004600562,0.0001197941,0.0005169054,0.0002425637,0.0004089228],"domain_scores_gemma":[0.9987147,0.00001945354,0.0001905809,0.000716277,0.00001790823,0.0003410208],"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":[0.0001037392,0.00002708555,0.002275397,0.0000706785,0.0001584068,0.00009887303,0.00001760616,0.00009149835,0.00001047204,0.0009790477,0.9956325,0.0005347533],"study_design_scores_gemma":[0.0004508437,0.0001250725,0.00009344427,0.00008391013,0.00003269179,0.000006978509,0.0005778355,0.00000947332,0.00003630212,0.000001593157,0.9979754,0.0006064749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008203818,0.00006841897,0.000256077,0.0002511164,0.0004967633,0.0003442617,0.002069258,0.0001933045,0.9955004],"genre_scores_gemma":[0.004356979,0.00005061178,0.0008375691,0.0004188972,0.0002773624,4.97935e-8,0.002001138,0.0002157149,0.9918417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008298679,"threshold_uncertainty_score":0.9997346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003495160004163837,"score_gpt":0.1463363160104384,"score_spread":0.1428411560062746,"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."}}