{"id":"W7024942787","doi":"","title":"A team of experts plan to battle science disinformation head on","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Battle; Misinformation; Hoax; Headline; Plan (archaeology); Social media; Head (geology)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004001298,0.001270939,0.0006532864,0.002023989,0.01155593,0.01296804,0.001874059,0.01227776,0.3451988],"category_scores_gemma":[0.0137064,0.0008213913,0.00113846,0.00137809,0.002715546,0.006141339,0.008499983,0.0118475,0.2398722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005961204,"about_ca_system_score_gemma":0.02474759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06016221,"about_ca_topic_score_gemma":0.135645,"domain_scores_codex":[0.994747,0.0005685456,0.0001109638,0.0004508288,0.002352054,0.001770508],"domain_scores_gemma":[0.9817031,0.001253985,0.0002630166,0.0007328027,0.005011947,0.01103521],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004938227,0.000006975689,0.00004176729,0.00001265719,5.606746e-7,0.0000303657,0.00006079052,0.000004647648,0.00002727919,0.0006434367,0.9952714,0.003895294],"study_design_scores_gemma":[0.000002860209,0.000004439248,0.00009074659,0.00002020892,9.526399e-7,0.00001784959,0.0002944022,0.000006688059,0.00002592896,0.0002682243,0.9992642,0.000003517171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001069713,0.002619079,0.0009733948,0.3489405,0.1075716,0.0003020408,0.00119296,0.002028529,0.5353022],"genre_scores_gemma":[0.001524161,0.0007152728,0.0003538771,0.04064527,0.002724379,0.00004129498,0.0003333922,0.000300709,0.9533616],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9959987,"threshold_uncertainty_score":0.9339945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134439830600138,"score_gpt":0.2237075170140496,"score_spread":0.2123631187080482,"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."}}