{"id":"W4241426501","doi":"10.4135/9781529776904","title":"VisualEyes","year":2021,"lang":"it","type":"book","venue":"","topic":"Data Visualization and Analytics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000243654,0.000396762,0.0004987698,0.0001979115,0.0001647181,0.001243897,0.001484489,0.0003041804,0.008294755],"category_scores_gemma":[0.00009166142,0.0003863682,0.0002431299,0.0004875782,0.0001046317,0.0004275714,0.001197417,0.0002929506,0.004246394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009178399,"about_ca_system_score_gemma":0.001269183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001030141,"about_ca_topic_score_gemma":0.0000072435,"domain_scores_codex":[0.9973803,0.0001026973,0.0005469364,0.000899904,0.0006820799,0.0003881046],"domain_scores_gemma":[0.9977692,0.000114238,0.0002241256,0.001263724,0.000382009,0.0002466887],"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":[3.548155e-7,0.00007039938,0.00001418366,0.00007307405,0.00005948257,0.00008416076,0.00007987517,0.000006032428,0.000006600667,0.6684377,0.3251961,0.00597204],"study_design_scores_gemma":[0.0001511747,0.00004329948,0.00001723659,0.0002208738,0.00004380197,0.00001929315,0.00003349332,0.06383911,0.0001187793,0.001313073,0.9337025,0.0004973449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.510919e-7,0.0002024362,0.4476441,0.0004521813,0.0008522982,0.00007225307,0.00003317836,0.0001317073,0.5506113],"genre_scores_gemma":[0.00006164957,0.0008974292,0.007242799,0.004133286,0.0004749624,0.000002126614,0.0007336361,0.0000325297,0.9864216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6671246,"threshold_uncertainty_score":0.9998588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371504236003266,"score_gpt":0.3214498577642014,"score_spread":0.2842994341638748,"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."}}