{"id":"W4249185714","doi":"10.1515/9789048532100-010","title":"7. From media wave to media tsunami","year":2018,"lang":"en","type":"book-chapter","venue":"Amsterdam University Press eBooks","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000189327,0.0003735872,0.0004962985,0.0001214029,0.00129829,0.00005344667,0.0007018123,0.0005368433,0.0009325384],"category_scores_gemma":[0.00006661302,0.0004072261,0.0002318298,0.00001532881,0.001078331,0.000121573,0.0004847144,0.0003615588,0.0003029387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728187,"about_ca_system_score_gemma":0.0001494083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262932,"about_ca_topic_score_gemma":0.01311438,"domain_scores_codex":[0.9980386,0.0001194209,0.0001846719,0.0006307575,0.000637807,0.0003886822],"domain_scores_gemma":[0.9985927,0.0001208756,0.000186708,0.0004574757,0.0002626871,0.0003795857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001077741,0.00001454622,9.871549e-7,0.00001325721,0.0002705822,0.0002314303,0.4934027,1.100974e-7,0.000007492551,0.3359899,0.1644446,0.005516605],"study_design_scores_gemma":[0.0002737406,0.00003290789,0.00000586238,0.0001537868,0.0002113655,4.343208e-7,0.01646165,2.609323e-7,0.000006838776,0.004777126,0.9776089,0.0004671232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000161557,0.0001885041,0.00003216306,0.0002609901,0.00165235,0.0003577754,0.0003520141,0.0001851034,0.9968095],"genre_scores_gemma":[0.002665727,0.00007639113,0.0002332478,0.000232083,0.002066554,0.000001363589,0.00005047885,0.00003579741,0.9946384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8131643,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332421078100956,"score_gpt":0.2342208976773965,"score_spread":0.1908966868963869,"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."}}