{"id":"W4210555962","doi":"10.2478/auscom-2021-0007","title":"The Social Media Communication of Hungarian County Seats: Facebook, Instagram, and YouTube Presence","year":2021,"lang":"en","type":"article","venue":"Acta Universitatis Sapientiae Communicatio","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Quarter (Canadian coin); Checklist; Focus (optics); Advertising; Cyberpsychology; Social media optimization; Online and offline; Sociology; World Wide Web; Internet privacy; Computer science; Business; Psychology; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008336376,0.000105695,0.0001956252,0.00003733181,0.004596751,0.0001353381,0.0009864438,0.00009772713,0.0001499631],"category_scores_gemma":[0.0008062202,0.0001100201,0.00006758745,0.0002650698,0.002081049,0.0003689362,0.0005588747,0.0002189728,0.00001238098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892746,"about_ca_system_score_gemma":0.0005073951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616595,"about_ca_topic_score_gemma":0.02540783,"domain_scores_codex":[0.9981968,0.000877963,0.0002600924,0.0001725422,0.0002507516,0.0002418471],"domain_scores_gemma":[0.9957576,0.002836189,0.000261439,0.00057045,0.0004906223,0.00008364057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002086985,0.0001071799,0.004632974,0.00001196686,0.0002327656,6.928189e-7,0.4188235,8.315741e-7,0.00007975607,0.5270883,0.03552317,0.01347798],"study_design_scores_gemma":[0.0003423274,0.000006074076,0.03255301,0.00002653549,0.00006897215,6.369302e-7,0.5139149,0.00001161347,0.00002769205,0.006218911,0.4466728,0.0001565076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4557338,0.01284069,0.0001011102,0.1207895,0.0008842571,0.001167601,0.0003578793,0.0001436614,0.4079815],"genre_scores_gemma":[0.9854835,0.0113461,0.0008450775,0.00009762084,0.00004567083,0.00001322142,0.00007800949,0.000008925625,0.00208182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5297497,"threshold_uncertainty_score":0.9966992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473406009248026,"score_gpt":0.2940115191540742,"score_spread":0.2592774590615939,"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."}}