{"id":"W2747730843","doi":"10.12677/jc.2017.53004","title":"Analysis and Suggestions on the Content and Quantity of Health Communication Articles for “Shanghai Morning Post”—The “Shanghai Morning Post” Health Communication Articles Published in the First Quarter of 2015 as an Example","year":2017,"lang":"en","type":"article","venue":"Journalism and Communications","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Morning; Quarter (Canadian coin); Health communication; Psychology; Medicine; History; Communication","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00514721,0.0001161674,0.0003742107,0.0001851493,0.002589777,0.0002293213,0.0008252096,0.00004782884,0.00001613651],"category_scores_gemma":[0.001693699,0.00006392306,0.00007696616,0.0002516828,0.0007714645,0.0003057006,0.0002740461,0.0004298292,5.303092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004574546,"about_ca_system_score_gemma":0.0001532219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03008713,"about_ca_topic_score_gemma":0.02917983,"domain_scores_codex":[0.9974478,0.001239642,0.0006125591,0.0001503587,0.0003294862,0.0002201156],"domain_scores_gemma":[0.9937524,0.002268832,0.0007194497,0.002685962,0.0003948855,0.0001784464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007883012,0.005069145,0.6012489,0.0004485455,0.001755668,0.000002074707,0.1419828,0.00001762615,0.0007782568,0.1589195,0.002595694,0.08639354],"study_design_scores_gemma":[0.001472484,0.0009004158,0.9663632,0.0004184227,0.0002194391,0.0000206531,0.02058268,0.0049354,0.00004149139,0.004470459,0.000502367,0.00007302064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6948264,0.004582435,0.0001844957,0.2997076,0.000004762042,0.0005978321,0.00003038746,0.00000572567,0.00006044034],"genre_scores_gemma":[0.9898464,0.007056653,0.00107841,0.001743605,0.000007816434,0.0001085051,0.0001377112,0.000008495601,0.00001239228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3651143,"threshold_uncertainty_score":0.9987087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881628913428597,"score_gpt":0.4142966532653614,"score_spread":0.2261337619225017,"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."}}