{"id":"W2622098837","doi":"10.15173/mjc.v8i0.258","title":"Editorial: Introduction to Communities, Publics, and Communication","year":2013,"lang":"en","type":"editorial","venue":"The McMaster Journal of Communication","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Sociology; Political science; Media studies; Politics; Law","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":["sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008759197,0.0002789607,0.000489353,0.0002757893,0.00180472,0.0009994274,0.00606408,0.0004933618,0.0001395542],"category_scores_gemma":[0.001457123,0.0001894103,0.0001246731,0.0003032799,0.0008874685,0.001146566,0.002012962,0.002870489,0.00007014043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612612,"about_ca_system_score_gemma":0.0003548908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0043496,"about_ca_topic_score_gemma":0.002586926,"domain_scores_codex":[0.9926701,0.004561934,0.000985686,0.0001238793,0.001338409,0.0003199791],"domain_scores_gemma":[0.9913325,0.00190077,0.001532953,0.002602429,0.002421062,0.0002102494],"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":[0.00004938998,0.00005090559,0.000008502449,0.00001526654,0.00006736114,7.480609e-8,0.03194806,0.000006794704,0.00000546797,0.0008856638,0.9542086,0.01275397],"study_design_scores_gemma":[0.00034279,0.0001175784,0.00002793267,0.0002914167,0.00008471145,0.000004028814,0.01734977,0.000006940288,0.000002409836,0.001998741,0.9795659,0.0002078209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005254201,0.004430485,0.0001237003,0.03254024,0.9511617,0.0005709398,0.00001694848,0.00004967224,0.01058092],"genre_scores_gemma":[0.005999982,0.02379669,0.0009955441,0.0001692158,0.9643883,0.00001687433,0.0001228724,0.00006424324,0.004446332],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03237102,"threshold_uncertainty_score":0.9994948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790899147425508,"score_gpt":0.2839323689673022,"score_spread":0.2660233774930471,"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."}}