{"id":"W4377818746","doi":"10.1109/tpc.2023.3275889","title":"IEEE Transactions on Professional Communication Publication Information","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Professional Communication","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Okanagan University College; University of British Columbia","funders":"","keywords":"Professional communication; Technical communication; Computer science; Business; World Wide Web; Knowledge management; Multimedia; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001325812,0.0008542414,0.0008186288,0.002990546,0.001217643,0.003795013,0.0008054951,0.002066461,0.4996481],"category_scores_gemma":[0.003966067,0.0003101258,0.0004053925,0.00313933,0.0005039484,0.002205335,0.001255346,0.001511579,0.3299295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178434,"about_ca_system_score_gemma":0.002632905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092393,"about_ca_topic_score_gemma":0.007459878,"domain_scores_codex":[0.9988922,0.000126277,0.00005089663,0.00008839681,0.0006962128,0.0001460516],"domain_scores_gemma":[0.9966184,0.0005743144,0.00009724736,0.0003593532,0.002004969,0.0003456903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007272801,0.00008705864,0.0002637684,0.0001826796,0.000006221483,0.00004513159,0.00004032358,0.0003279458,0.0006412107,0.005931719,0.7535751,0.238826],"study_design_scores_gemma":[0.00001310214,0.00004273471,0.001047731,0.0001863857,0.00001699168,0.0001035566,0.0000913999,0.001544936,0.0004945777,0.003471415,0.9929736,0.0000136975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00301056,0.007047823,0.01504933,0.01125394,0.02840111,0.0002044484,0.002963131,0.001366324,0.9307032],"genre_scores_gemma":[0.009514453,0.006696846,0.002195514,0.0006962455,0.002953875,0.0000619323,0.002439805,0.0002810716,0.9751603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5003519,"threshold_uncertainty_score":0.7136912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020447845432876,"score_gpt":0.3248733453248795,"score_spread":0.2846688668705507,"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."}}