{"id":"W1572916741","doi":"10.3968/4305","title":"The Sociolinguistics of Persian SMS: Ways to Identify Age Limits","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociolinguistics; Interpersonal communication; Style (visual arts); Persian; Psychology; Linguistics; Function (biology); Social group; Computer science; Social psychology; Sociology; History","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":[0.0006936602,0.00005598744,0.00008216135,0.00007035224,0.0004034094,0.0001692069,0.001934507,0.00002458721,0.00001322181],"category_scores_gemma":[0.0002695066,0.00004514502,0.00004154558,0.0007328473,0.0004947204,0.0002005335,0.0002075054,0.00005663748,0.00002334048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004901222,"about_ca_system_score_gemma":0.0002656885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000318554,"about_ca_topic_score_gemma":0.000002500873,"domain_scores_codex":[0.9990639,0.00003531858,0.0001897481,0.0001569147,0.0003944847,0.0001596239],"domain_scores_gemma":[0.998862,0.0001190704,0.0001481177,0.0004546532,0.0003366853,0.00007952954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.10857e-7,0.00004595157,0.00003790099,0.000003850841,0.000001163663,2.465353e-8,0.004515117,6.386516e-7,0.001840797,0.9810702,0.0007573593,0.0117264],"study_design_scores_gemma":[0.0001243539,0.00008570312,0.2967713,0.00003613343,0.000007170421,6.630652e-7,0.001545636,0.00008496016,0.004386901,0.04317444,0.6535517,0.0002310691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01323154,0.0000832095,0.006394458,0.002470196,0.0009315842,0.0001258148,0.00000145068,0.00004195032,0.9767198],"genre_scores_gemma":[0.9938081,0.000003390551,0.003717473,0.0005292459,0.00008781074,0.000005883234,7.771094e-7,0.000002865955,0.001844452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9805766,"threshold_uncertainty_score":0.3594828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374567159842592,"score_gpt":0.3520212768749038,"score_spread":0.3145645608906446,"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."}}