{"id":"W2972020188","doi":"10.17613/a9ejz-vbz07","title":"REED London Online: A Year in the Making","year":2019,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004891162,0.0006106261,0.0005730199,0.002242588,0.01335451,0.03492051,0.002079032,0.00418917,0.105999],"category_scores_gemma":[0.01346755,0.0006529761,0.0005039611,0.004078634,0.007135599,0.02104468,0.01282059,0.00725821,0.04191537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007134394,"about_ca_system_score_gemma":0.007967948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02645438,"about_ca_topic_score_gemma":0.09733817,"domain_scores_codex":[0.9950057,0.000951185,0.0002532393,0.0004861784,0.002475943,0.0008278099],"domain_scores_gemma":[0.9920053,0.001201512,0.0003507424,0.001093521,0.001369664,0.00397934],"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":[0.00004450545,0.00001806974,0.0002746582,0.0001093595,0.000003755336,0.0004639118,0.01049905,0.00002733364,0.0004164206,0.03953736,0.9097576,0.03884789],"study_design_scores_gemma":[0.000001028397,0.000001980541,0.00006229308,0.0000351094,4.150975e-7,0.00002381174,0.002837978,0.000003466707,0.00003901902,0.0003763624,0.9966149,0.000003543737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01505264,0.02341929,0.002584277,0.3187021,0.07131347,0.0001670108,0.002838074,0.001742999,0.5641801],"genre_scores_gemma":[0.04012435,0.008179842,0.002199125,0.01925131,0.004350359,0.00009051703,0.00160717,0.001499502,0.9226978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.105999,"threshold_uncertainty_score":0.3546019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620818644394762,"score_gpt":0.2002791504089396,"score_spread":0.184070963964992,"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."}}