{"id":"W7096165578","doi":"","title":"7 Copyright © Canadian Academy of Oriental and Occidental Culture Linguistic Dimensions of Initialisms used in Electronic Communication","year":2013,"lang":"en","type":"article","venue":"","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linguistic analysis; Discourse analysis; Electronic communication","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":[0.0001078066,0.00006512101,0.0001128524,0.0001235349,0.00004296258,0.0000402736,0.0005860188,0.00005310545,0.00005422843],"category_scores_gemma":[0.00003977139,0.00005018519,0.00002011402,0.0002531087,0.00008458388,0.0003025001,0.0001850373,0.0001473476,0.000009147078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004935691,"about_ca_system_score_gemma":0.00008109606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03512452,"about_ca_topic_score_gemma":0.03683226,"domain_scores_codex":[0.9993672,0.00006238685,0.00021689,0.0001039573,0.00009806614,0.0001515514],"domain_scores_gemma":[0.9994213,0.00006319266,0.00007085939,0.0003118152,0.0000429116,0.00008994859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002576215,0.0000998837,0.00499661,0.00001166368,0.00001400062,9.854432e-7,0.006470777,0.000003547412,0.003343681,0.9829341,0.0008222841,0.001299959],"study_design_scores_gemma":[0.01016687,0.001447566,0.354798,0.001080424,0.00009076249,0.0002337519,0.01468085,0.07292864,0.143863,0.2275185,0.169895,0.003296716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078954,0.00127961,0.0005072713,0.001373055,0.00003191164,0.000469571,0.00001104422,0.00005127254,0.08838085],"genre_scores_gemma":[0.9974923,0.00007193612,0.001914553,0.0003520805,0.000002038877,0.000007176035,0.00001381794,0.000003270129,0.0001429001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7554156,"threshold_uncertainty_score":0.9807431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153424328857723,"score_gpt":0.2617365079153277,"score_spread":0.2502022646267505,"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."}}