{"id":"W2600289934","doi":"10.1093/acprof:oso/9780190653934.003.0009","title":"Discursive news values analysis as an opportunity for diachronic and cross-cultural research","year":2017,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-cultural; Sociology; Media studies; Political science; Anthropology","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":[0.01405119,0.0008984327,0.0007626085,0.008931853,0.005379634,0.02338357,0.001651561,0.001690077,0.005832078],"category_scores_gemma":[0.01694922,0.0005458955,0.0003722562,0.01113633,0.01909469,0.02089188,0.007076446,0.004533574,0.0009423592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008465332,"about_ca_system_score_gemma":0.003960744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508264,"about_ca_topic_score_gemma":0.005575855,"domain_scores_codex":[0.9900885,0.00798535,0.0002279677,0.0004030544,0.00100855,0.0002865954],"domain_scores_gemma":[0.9683191,0.02724953,0.0008511212,0.001876976,0.001122617,0.0005807642],"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":[0.00002177331,0.0000345109,0.001029647,0.0003543055,0.00001633515,0.0001761272,0.2391951,0.0001199515,0.0003211628,0.6868945,0.006944874,0.06489173],"study_design_scores_gemma":[0.00001135596,0.00002645961,0.002388286,0.002017506,0.00001756467,0.000337752,0.323721,0.0006622865,0.0008798313,0.3280047,0.3418983,0.00003494504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08398968,0.02819106,0.07228224,0.02433519,0.002009433,0.000488081,0.0008648761,0.0002523279,0.787587],"genre_scores_gemma":[0.8641619,0.01897031,0.05575155,0.002252979,0.001406156,0.00136168,0.001123986,0.0006335171,0.05433795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02338357,"threshold_uncertainty_score":0.07431066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374798893714709,"score_gpt":0.4145105198152301,"score_spread":0.2770306304437593,"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."}}