{"id":"W7116827793","doi":"10.3138/seminar.61.4.1","title":"Special Issue of <i>Seminar</i> 2025: <i>German Television in the Convergence Era</i>","year":2025,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Technological convergence; Broadcasting (networking)","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":[0.002366041,0.0001190949,0.0004208774,0.0001316524,0.0004177121,0.0000192841,0.00077629,0.00005746979,0.00007556976],"category_scores_gemma":[0.000679647,0.00008235108,0.0001367522,0.0006344255,0.0004745368,0.0001471895,0.0001796063,0.0003139405,0.000008916733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076367,"about_ca_system_score_gemma":0.000169721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008902631,"about_ca_topic_score_gemma":0.0004625682,"domain_scores_codex":[0.9980862,0.0004024247,0.0006514078,0.0001073321,0.0005239226,0.0002287615],"domain_scores_gemma":[0.9978097,0.001047422,0.0004593445,0.0002513296,0.0004012467,0.00003095281],"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":[0.0001017164,0.0001840643,0.002995632,0.00009791944,0.0001857102,0.00003084457,0.160942,0.000002670921,0.0004531025,0.009027731,0.7870801,0.03889855],"study_design_scores_gemma":[0.000376016,0.0001365827,0.00359976,0.0005770793,0.00008832284,0.000006125403,0.1114407,0.00000301656,0.0004925082,0.001704094,0.881477,0.00009876458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5235166,0.1712908,0.00003419581,0.08215659,0.00858803,0.0009786673,0.000009703499,0.00002186169,0.2134036],"genre_scores_gemma":[0.8611396,0.1325324,0.0001121378,0.0008903039,0.002752257,0.00001095884,5.876337e-7,0.000006067266,0.00255571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337623,"threshold_uncertainty_score":0.335818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908348704657773,"score_gpt":0.3792652880452158,"score_spread":0.3501818009986381,"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."}}