{"id":"W4414622351","doi":"10.1177/20594364251384996","title":"The Convergence of AI and Communication Studies: A Normative Perspective","year":2025,"lang":"en","type":"article","venue":"Global Media and China","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Normative; Perspective (graphical); Convergence (economics); Core (optical fiber); Curriculum; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005156854,0.00003839847,0.00008708018,0.000007231805,0.0007508539,0.00004060498,0.0001118853,0.00004368442,0.000001694672],"category_scores_gemma":[0.00197892,0.0000268212,0.00001449668,0.0001441616,0.001283814,0.0001148296,0.000070404,0.0001005767,3.754902e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712116,"about_ca_system_score_gemma":0.0001254668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425726,"about_ca_topic_score_gemma":0.007823328,"domain_scores_codex":[0.9995092,0.00015161,0.00007757729,0.00005624851,0.0001169215,0.00008845283],"domain_scores_gemma":[0.9991716,0.0004080202,0.00004286262,0.00006902921,0.0002715215,0.00003703442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000658174,0.000006156235,0.002773604,0.000005368453,0.00003111859,9.317141e-8,0.153618,4.171811e-8,9.389286e-7,0.8406578,0.0008586264,0.002041633],"study_design_scores_gemma":[0.0001067975,0.00001670534,0.04053531,0.0000392602,0.00001580717,8.153902e-8,0.2328696,0.000007721981,0.000006754628,0.724634,0.001735786,0.00003222343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6299443,0.03251125,0.00004346221,0.199545,0.000492072,0.0002693303,0.00002608973,0.00002227129,0.1371462],"genre_scores_gemma":[0.9789605,0.02053538,0.00003108798,0.0003882436,0.00001637096,0.000002570016,2.627326e-7,5.438387e-7,0.00006510207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490161,"threshold_uncertainty_score":0.6435733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055644537830614,"score_gpt":0.416377651150663,"score_spread":0.3958212057723569,"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."}}