{"id":"W4255095580","doi":"10.16995/dm.57","title":"CATview","year":2015,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visualization; Computer science; World Wide Web; Computer graphics (images); Programming language; Artificial intelligence","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":[0.0003011138,0.00004544445,0.00007656075,0.00003654823,0.00009594836,0.00007938971,0.0003596055,0.00006195578,0.00009167039],"category_scores_gemma":[0.001788081,0.00004262491,0.00002484535,0.0001681569,0.0004010978,0.0001980433,0.0000660281,0.00007322727,0.000678017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005992793,"about_ca_system_score_gemma":0.0001481265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004591778,"about_ca_topic_score_gemma":0.0006444891,"domain_scores_codex":[0.9993705,0.00004424076,0.00009795017,0.00008394107,0.0002453748,0.0001580435],"domain_scores_gemma":[0.999353,0.00007572895,0.00003348665,0.0002403195,0.00009968257,0.0001977799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009972007,0.0001724707,0.007402155,0.000006360439,0.00001692851,0.000009228004,0.01744505,2.399242e-7,0.000008702032,0.5147693,0.07307695,0.3870826],"study_design_scores_gemma":[0.0001254225,0.00001142341,0.0000693968,0.000004461527,0.000001789614,8.332582e-7,0.002810196,0.000009955745,0.00001132415,0.006539921,0.9903582,0.00005711335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006314347,0.0005154126,0.0000510727,0.01379955,0.0004031397,0.0001074272,0.000007645902,0.0002814208,0.97852],"genre_scores_gemma":[0.9942473,0.00008065734,0.0002207775,0.0003189042,0.0001156011,0.00001059919,0.00001848433,0.000005435933,0.00498223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.987933,"threshold_uncertainty_score":0.8714763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497890446209353,"score_gpt":0.3962639725895519,"score_spread":0.2464749279686166,"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."}}