{"id":"W2063088650","doi":"10.1089/omi.2010.0139","title":"Publics and Vaccinomics: Beyond Public Understanding of Science","year":2011,"lang":"en","type":"review","venue":"OMICS A Journal of Integrative Biology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Canada","keywords":"Commercialization; Context (archaeology); Public relations; Politics; Political science; Engineering ethics; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034999,0.000940403,0.001999138,0.003264865,0.001159733,0.004295662,0.001278765,0.006085927,0.002992374],"category_scores_gemma":[0.01351705,0.0003373541,0.0007925697,0.002847351,0.009438371,0.0112022,0.003156925,0.006605148,0.0009727589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00520121,"about_ca_system_score_gemma":0.006524805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933978,"about_ca_topic_score_gemma":0.002543376,"domain_scores_codex":[0.9959792,0.002106843,0.0001880213,0.0003547243,0.001148138,0.0002230773],"domain_scores_gemma":[0.9861476,0.01138491,0.0005286298,0.0005401645,0.001109624,0.0002890399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005270421,0.00008207506,0.0007817319,0.008674797,0.0001787005,0.0002731844,0.001661859,0.0005987887,0.0005497244,0.2651734,0.03946915,0.682504],"study_design_scores_gemma":[0.00001837744,0.00006752053,0.001171503,0.009645469,0.00005181483,0.0004179341,0.001302284,0.0001616793,0.0002977038,0.1475533,0.8392751,0.00003731577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002691314,0.962694,0.0007298228,0.03188207,0.0007724692,0.000006335645,0.00001255773,0.000009800635,0.003623684],"genre_scores_gemma":[0.009690645,0.9783361,0.0007049586,0.008539913,0.001737899,0.00002064116,0.0000197975,0.000007845672,0.0009421858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01034999,"threshold_uncertainty_score":0.05473661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516325095408441,"score_gpt":0.3829860997234931,"score_spread":0.231353590182649,"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."}}