{"id":"W4376472515","doi":"10.1007/978-3-031-24663-0_32","title":"A Plague of False and Misleading Information","year":2023,"lang":"en","type":"book-chapter","venue":"Nutrition and health","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Plague (disease); Nutritionist; Credibility; Disease; Medicine; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122368,0.0001311514,0.0001932969,0.0001164755,0.00007516088,0.00001731743,0.00003464151,0.0002108413,0.00001091352],"category_scores_gemma":[0.00001184057,0.0001488408,0.00004808108,0.00001438201,0.00007095687,0.000005342358,0.00003372145,0.00007165346,0.000006218801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090797,"about_ca_system_score_gemma":0.00008360724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001906108,"about_ca_topic_score_gemma":0.00004944134,"domain_scores_codex":[0.9993185,0.00001066802,0.0002871526,0.0001671087,0.00009731743,0.0001192506],"domain_scores_gemma":[0.9994687,0.000006298678,0.000165425,0.0001247611,0.00008716799,0.0001476101],"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":[0.001601418,0.0006837168,0.00245036,0.04347322,0.0004793542,0.00001499071,0.001568757,0.000006158761,0.01268096,0.1925361,0.6082969,0.1362081],"study_design_scores_gemma":[0.003892708,0.0009752078,0.002899141,0.001317409,0.00005819436,0.0000310281,0.0002713016,0.00002382616,0.00121066,0.0222153,0.9665838,0.0005213711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1980993,0.349093,0.004468787,0.03761376,0.004101349,0.01588369,0.01987721,0.0007528596,0.3701101],"genre_scores_gemma":[0.2993405,0.5845425,0.002349431,0.007234748,0.002082757,0.0001411101,0.0153203,0.0001897048,0.08879896],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.358287,"threshold_uncertainty_score":0.6069552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177576475195616,"score_gpt":0.2884936824619225,"score_spread":0.2567179177099664,"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."}}