{"id":"W7002093673","doi":"","title":"Mass media and erosion of culture","year":2006,"lang":"en","type":"other","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodification; Argument (complex analysis); Mass media; Reflexivity; Citizen journalism; New media; Cultural heritage; Disenchantment","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":[],"consensus_categories":[],"category_scores_codex":[0.00182712,0.0002258452,0.0002452332,0.001728651,0.0002870493,0.00004247225,0.0005572506,0.000658842,0.00001178218],"category_scores_gemma":[0.001789762,0.0001911389,0.00004060853,0.001148138,0.002408021,0.00001394377,0.0002931968,0.0004130289,0.000001730242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005020124,"about_ca_system_score_gemma":0.0006028927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004996793,"about_ca_topic_score_gemma":0.00003180686,"domain_scores_codex":[0.9976086,0.00003285323,0.0003122966,0.0005910686,0.0009147361,0.0005404553],"domain_scores_gemma":[0.9987155,0.0000550529,0.0002474267,0.0002677716,0.0006269111,0.0000873332],"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":[0.00005526698,0.0001467314,0.003367935,0.0004249926,0.00006400996,0.000002126311,0.00009634607,7.367323e-7,0.1673115,0.02062075,0.7925701,0.01533958],"study_design_scores_gemma":[0.002190048,0.003087221,0.00112224,0.0008484397,0.00005046617,0.00011411,0.0004035253,0.001413659,0.05908377,0.0381027,0.8922528,0.001330997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01963082,0.03936576,0.004639512,0.0009991818,0.0006367527,0.004615622,0.002620084,0.0003668462,0.9271255],"genre_scores_gemma":[0.2577423,0.01780499,0.05104692,0.00006994277,0.0008794143,0.0007356338,0.004321137,0.0004602887,0.6669393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2601861,"threshold_uncertainty_score":0.8872455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574159605432043,"score_gpt":0.3494749203087791,"score_spread":0.3237333242544587,"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."}}