{"id":"W4413148579","doi":"10.64152/10125/25096","title":"Review of Call: Media, Design, & Applications","year":2000,"lang":"en","type":"article","venue":"Language learning & technology","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Multimedia; World Wide Web; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002748717,0.0000978326,0.0001970909,0.0001064922,0.00006253154,0.00002080055,0.001397922,0.00009449507,0.0004589504],"category_scores_gemma":[0.0002183539,0.00009202257,0.0000496705,0.0009036019,0.0001048905,0.0001164027,0.0001880267,0.0003133564,0.0004972297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001621038,"about_ca_system_score_gemma":0.00002416501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682216,"about_ca_topic_score_gemma":0.00001457742,"domain_scores_codex":[0.9991312,0.00009917468,0.0002445303,0.0002201828,0.0001210231,0.0001838966],"domain_scores_gemma":[0.9985238,0.0001339442,0.0001060405,0.001142584,0.0000535715,0.00004002982],"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":[0.000001328807,0.00005306565,0.00004409515,0.0001806808,0.00001073302,0.000005284789,0.0006339955,0.00002571746,0.0006603881,0.0157976,0.0006516224,0.9819355],"study_design_scores_gemma":[0.0001453228,0.00004600305,0.00005258467,0.0005759011,0.000009678729,0.00005278726,0.0001001247,0.0001824891,0.001315207,0.0008587172,0.9964787,0.00018253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002546744,0.1799599,0.6939139,0.007204268,0.00003055132,0.0007697195,0.000004054026,0.002633427,0.1129374],"genre_scores_gemma":[0.6748474,0.02555831,0.2816446,0.006314898,0.00004352726,0.0004534164,0.0000926779,0.00005722078,0.01098797],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.995827,"threshold_uncertainty_score":0.6391048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421756675790504,"score_gpt":0.2754354642694597,"score_spread":0.2612178975115547,"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."}}