{"id":"W4225555546","doi":"10.5430/wjel.v12n3p32","title":"An Overview of Hybrid, Digital and Virtual Library","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Computer science; Digital library; Jargon; World Wide Web; sort; Multimedia; Newspaper; Graphics; The Internet; Telecommunications; Information retrieval; Computer graphics (images); Advertising","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636961,0.0000567079,0.0001237287,0.0002349269,0.00005137137,0.0001132625,0.0002862682,0.00000521567,0.0002519176],"category_scores_gemma":[0.00006183116,0.00005275211,0.00006432133,0.0003087547,0.00001771695,0.001453053,0.0001388657,0.0001846581,7.899355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009798236,"about_ca_system_score_gemma":0.00003672361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001096787,"about_ca_topic_score_gemma":9.345376e-7,"domain_scores_codex":[0.9993216,0.00006134862,0.0002293962,0.00008846333,0.0002224094,0.00007677371],"domain_scores_gemma":[0.9994953,0.00004559163,0.0001885679,0.0001286376,0.0000639729,0.00007790569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001265374,0.0005381302,0.00208172,0.00004735251,0.00005776972,0.0003481657,0.01446736,0.0001414713,0.001438118,0.009830835,0.008726068,0.9621965],"study_design_scores_gemma":[0.008883244,0.01088607,0.01061886,0.000621459,0.0001447228,0.003207006,0.02875312,0.01161095,0.05402597,0.01183318,0.8573596,0.002055844],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871614,0.004567956,0.00181009,0.00006688836,0.001486002,0.00005456764,0.00005069491,0.00005885672,0.004743556],"genre_scores_gemma":[0.9989142,0.00005994482,0.0005000474,0.0001258407,0.0002066772,8.556861e-7,0.000003255306,0.000005271061,0.0001839422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9601406,"threshold_uncertainty_score":0.2758321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017134209443064,"score_gpt":0.2534594988137594,"score_spread":0.2363252893706954,"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."}}