{"id":"W4254131255","doi":"10.4324/9780203106471-19","title":"Diff erent Uses, Diff erent Responses: Exploring Emergent Cultural Values Through Public Deliberation","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2209781,0.001642748,0.004193808,0.0143316,0.001476264,0.007783512,0.002525189,0.00193549,0.002390445],"category_scores_gemma":[0.3348086,0.001660351,0.01259037,0.01252024,0.004073319,0.01226968,0.005977562,0.003190567,0.0002423372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006238705,"about_ca_system_score_gemma":0.006709117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007297646,"about_ca_topic_score_gemma":0.008435295,"domain_scores_codex":[0.74433,0.2056352,0.02714387,0.00976903,0.01149693,0.001624905],"domain_scores_gemma":[0.4597455,0.4760228,0.02998871,0.01845352,0.0149691,0.0008205148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003123285,0.0003954897,0.1412617,0.1798697,0.1971206,0.0003771307,0.1538455,0.001556512,0.0007113888,0.009368119,0.005536977,0.3068334],"study_design_scores_gemma":[0.003606799,0.003751243,0.1638507,0.2587679,0.2903093,0.0007677069,0.1499356,0.004058156,0.008101585,0.04445942,0.07115222,0.001239319],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5831419,0.3379175,0.03869585,0.0112424,0.001372922,0.005298959,0.00696352,0.0003029284,0.01506396],"genre_scores_gemma":[0.9429973,0.02989926,0.01476638,0.003434404,0.0001955518,0.006505151,0.001554378,0.0001278513,0.0005197338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209781,"threshold_uncertainty_score":0.9606726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3008029661782833,"score_gpt":0.3664865216056915,"score_spread":0.06568355542740817,"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."}}