{"id":"W4241562304","doi":"10.24434/j.scoms.2021.01.001","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"Studies in Communication Sciences","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journalism; Political science; Media studies; Communication studies; Politics; Sociology; Editorial board; Scholarly communication; Library science; Public relations; Social science; Law; Publishing","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008405958,0.0002433034,0.0005973392,0.0002097207,0.003201849,0.0002319286,0.003297855,0.0005727234,0.00005687576],"category_scores_gemma":[0.02319333,0.0002342612,0.0001136065,0.001465324,0.005302649,0.0003251398,0.001681483,0.001143702,0.00003220879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664816,"about_ca_system_score_gemma":0.001829156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237184,"about_ca_topic_score_gemma":0.04067991,"domain_scores_codex":[0.9939762,0.002044666,0.000633658,0.0005064002,0.002332376,0.000506714],"domain_scores_gemma":[0.9868527,0.009851784,0.0004509701,0.001320371,0.00145224,0.00007191313],"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":[0.000003411575,0.00003911681,0.00004580685,0.00002179995,0.00003342888,4.946145e-7,0.02117567,0.000002926263,3.304842e-7,0.005929532,0.9715201,0.001227332],"study_design_scores_gemma":[0.0001624006,0.00002207223,0.000003308631,0.0003534646,0.0000172188,3.465531e-8,0.07938712,0.000002295334,7.779049e-7,0.003710208,0.9161133,0.0002278451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001506535,0.05849196,0.000001196248,0.004430717,0.8557903,0.0002361183,0.00001129519,0.00005898212,0.08096432],"genre_scores_gemma":[0.0004610383,0.2704018,0.0006322929,0.00004417703,0.7270823,0.000171309,0.00004423055,0.00001041963,0.001152482],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2119098,"threshold_uncertainty_score":0.9980959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324918190647268,"score_gpt":0.4831335111475705,"score_spread":0.3506416920828437,"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."}}