{"id":"W4249112350","doi":"10.29085/9781856049276.008","title":"Supporting research","year":2018,"lang":"en","type":"book-chapter","venue":"Facet eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"RSS; World Wide Web; Suite; Computer science; Social web; Focus (optics); Web 2.0; The Internet; Data science; Social media; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0168377,0.001637599,0.001443783,0.004775363,0.003217822,0.01868111,0.004567776,0.009091909,0.7445698],"category_scores_gemma":[0.09897761,0.0008038495,0.001490337,0.007385889,0.002967499,0.009481359,0.009089614,0.005489876,0.5964289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762327,"about_ca_system_score_gemma":0.02527093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235113,"about_ca_topic_score_gemma":0.001925842,"domain_scores_codex":[0.982085,0.005751027,0.00177448,0.002674449,0.00593545,0.001779599],"domain_scores_gemma":[0.9082183,0.02862526,0.003862431,0.0205224,0.02430221,0.0144694],"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":[0.0001077818,0.00005924357,0.0001963567,0.001483088,0.0000165181,0.0001384352,0.0003240491,0.00007126525,0.0003078164,0.03524492,0.8128711,0.1491795],"study_design_scores_gemma":[0.0000288583,0.00002077933,0.0001475614,0.0005591328,0.000004821299,0.000106218,0.0002007097,0.00004344328,0.00009472232,0.008134027,0.9906502,0.000009437153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006430189,0.004493176,0.01219496,0.03287992,0.02686029,0.001759414,0.0155589,0.005477461,0.9001328],"genre_scores_gemma":[0.01721647,0.009737543,0.02020488,0.01875606,0.009862521,0.003013567,0.02058537,0.00482543,0.8957981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7445698,"threshold_uncertainty_score":0.3643401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4158697390394588,"score_gpt":0.5417094721627719,"score_spread":0.125839733123313,"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."}}