{"id":"W3143936383","doi":"10.18280/isi.260101","title":"A Brief of Review: Multimedia Authoring Tool Attributes","year":2021,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Animation; Interactive media; Interfacing; Authoring system; Scripting language; Software; Presentation (obstetrics)","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":[0.001172803,0.00008025082,0.0002146882,0.0000956889,0.0002757483,0.0000509655,0.0005160459,0.0001266948,0.0002965759],"category_scores_gemma":[0.006207777,0.00008597333,0.00005034961,0.0005919959,0.0003098771,0.001384737,0.0002206179,0.0001314534,0.00007192847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133709,"about_ca_system_score_gemma":0.0003356356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003245914,"about_ca_topic_score_gemma":0.0002172303,"domain_scores_codex":[0.9986655,0.0001852804,0.000564933,0.00009380675,0.0002867095,0.0002037582],"domain_scores_gemma":[0.998172,0.0002241748,0.0003192593,0.0006317198,0.0006003139,0.00005256468],"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":[0.000007883526,0.00006156942,0.004971503,0.001188426,0.00005541303,0.000002383269,0.02296059,0.00000623751,0.0003184616,0.04628798,0.01100578,0.9131337],"study_design_scores_gemma":[0.0005080514,0.00002387011,0.005774845,0.001588181,0.00004822305,0.00001168484,0.006294917,0.003561609,0.002851715,0.002946857,0.9760889,0.0003011523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1934025,0.08445761,0.06999528,0.03695961,0.004415131,0.005239914,0.0005443587,0.003461884,0.6015237],"genre_scores_gemma":[0.95982,0.0158479,0.02264261,0.0008111233,0.00008098397,0.0000580755,0.0004302221,0.000009083084,0.000300034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9650831,"threshold_uncertainty_score":0.7431738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308744097609517,"score_gpt":0.3049230907765609,"score_spread":0.2718356498004658,"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."}}