{"id":"W2092376710","doi":"10.5539/ass.v8n5p77","title":"Striking a Balance between Science and Arts: Mass Media Dilemma in Reporting Health and Environmental Issues","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Mass media; The arts; Objectivity (philosophy); Newspaper; Mainstream; Dilemma; Ignorance; Public relations; Value (mathematics); Enlightenment; Sociology; Psychology; Political science; Media studies; Epistemology; Computer science; Law","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007330673,0.00007430269,0.0001485687,0.0001308979,0.002307813,0.0002054634,0.0003029042,0.0000442417,0.00003149504],"category_scores_gemma":[0.001252867,0.00007832718,0.00001198452,0.0008453862,0.003425712,0.001165502,0.0001719311,0.0001304275,0.000002256328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772866,"about_ca_system_score_gemma":0.0002500735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007134263,"about_ca_topic_score_gemma":0.0004246548,"domain_scores_codex":[0.9979919,0.0001105588,0.0003237566,0.0002554288,0.0007342001,0.0005841451],"domain_scores_gemma":[0.9991022,0.00007161209,0.0003369528,0.0001203563,0.00003054088,0.0003382894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001163571,0.00001494553,0.4939479,0.00000472946,4.477122e-7,3.099833e-7,0.2114349,5.965259e-9,0.001322059,0.005531915,0.00002162217,0.28772],"study_design_scores_gemma":[0.00008278108,0.00001009082,0.8746963,0.00002451711,0.000001338737,9.546225e-7,0.1088233,0.000008427132,0.00002549099,0.0005045174,0.01571084,0.0001114347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948848,0.0004727556,0.00001649144,0.008183519,0.000145858,0.0002047264,0.000009190652,0.00003613166,0.04208329],"genre_scores_gemma":[0.9979814,0.001047912,0.0004149489,0.0002274976,0.000297593,0.000006230282,0.000004387302,0.000003836331,0.00001623062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807485,"threshold_uncertainty_score":0.9992864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3278050392169251,"score_gpt":0.4641045462531335,"score_spread":0.1362995070362084,"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."}}