{"id":"W4385225600","doi":"10.4467/23540214zm.22.012.17295","title":"Preface","year":2022,"lang":"pl","type":"article","venue":"Zarządzanie Mediami","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247986,0.0008401353,0.0006777143,0.001830247,0.002824713,0.004081629,0.0015988,0.001575519,0.6454169],"category_scores_gemma":[0.006026237,0.0003432331,0.0005886096,0.001679952,0.0006469659,0.003406387,0.002608201,0.002584739,0.4530099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180441,"about_ca_system_score_gemma":0.003027505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201531,"about_ca_topic_score_gemma":0.005060839,"domain_scores_codex":[0.9990236,0.0001214914,0.00007102089,0.0001890599,0.0004763179,0.0001185677],"domain_scores_gemma":[0.9971609,0.0003382358,0.00009355191,0.0003095473,0.001604978,0.0004927886],"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":[0.00002421273,0.00001764084,0.0001151607,0.00009729565,0.000001616604,0.00005005223,0.00009568916,0.0000324848,0.0001091943,0.005417354,0.9587616,0.03527773],"study_design_scores_gemma":[0.00000241711,0.000008650498,0.0001959873,0.00005512035,7.211262e-7,0.00003324897,0.00008132954,0.0000120063,0.00003611531,0.0008269074,0.9987454,0.000002062776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001004268,0.003562959,0.002591952,0.01256095,0.05778094,0.0004601,0.008095978,0.001045577,0.9128973],"genre_scores_gemma":[0.004086314,0.00216507,0.001213294,0.003236538,0.006696034,0.0002107065,0.006783049,0.0004869456,0.975122],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6454169,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381592812549551,"score_gpt":0.3048307059382445,"score_spread":0.2666714246832894,"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."}}