{"id":"W6923616506","doi":"10.14288/1.0376157","title":"Egerton Ryerson","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Government (linguistics); Subject (documents); Context (archaeology); Agency (philosophy)","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":[],"category_scores_codex":[0.0003960519,0.001179305,0.0007352736,0.001486164,0.00138724,0.004606079,0.001000577,0.0015088,0.7915661],"category_scores_gemma":[0.001518867,0.0004044454,0.0004861403,0.001297427,0.0005494886,0.002285149,0.002951083,0.001881971,0.6666226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156269,"about_ca_system_score_gemma":0.001158232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965458,"about_ca_topic_score_gemma":0.01367636,"domain_scores_codex":[0.9995377,0.00005028733,0.00001995262,0.0001226451,0.0002129918,0.00005640459],"domain_scores_gemma":[0.999519,0.00006548243,0.00003328478,0.00006919556,0.0001759646,0.0001371549],"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":[0.00003529488,0.00001668396,0.00009740371,0.0001244676,0.0000032875,0.0000898991,0.00009802695,0.00003508795,0.000257847,0.005281404,0.8963587,0.09760188],"study_design_scores_gemma":[0.000001177407,0.000002389277,0.00006555053,0.00003891448,5.243282e-7,0.00003057886,0.00002722865,0.000006687231,0.00002738148,0.0001613382,0.999637,0.000001326923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004183988,0.01168525,0.0006759675,0.004268697,0.005153519,0.00005319291,0.00159702,0.001321534,0.9748265],"genre_scores_gemma":[0.0007260724,0.00240954,0.0001914196,0.0005630697,0.0002194036,0.000009166948,0.0002682951,0.000189617,0.9954234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9950345,"threshold_uncertainty_score":0.2973056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009633150969877524,"score_gpt":0.3213310613605317,"score_spread":0.3116979103906541,"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."}}