{"id":"W4407836715","doi":"10.1016/j.socscimed.2025.117864","title":"“The Littlest Creatures that Live Inside Us”: Public understandings influencing microbiome-related behaviors","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Creatures; Microbiome; Public health; Psychology; Gerontology; Media studies; Sociology; Medicine; Biology; Genetics; Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003894962,0.0002087427,0.0002539786,0.0009719817,0.002329726,0.003423467,0.0004021301,0.001959519,0.005243563],"category_scores_gemma":[0.01198182,0.0002559649,0.0002267647,0.0007273839,0.006281002,0.004559398,0.002965879,0.003461614,0.0002887989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461575,"about_ca_system_score_gemma":0.00230598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461566,"about_ca_topic_score_gemma":0.01965836,"domain_scores_codex":[0.9980834,0.00114969,0.00003350047,0.0002070008,0.0002158429,0.0003105406],"domain_scores_gemma":[0.9933134,0.002956854,0.001817774,0.0004168451,0.0005636837,0.0009314727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003169659,0.0005348926,0.5188998,0.0001935204,0.0001546198,0.0004715846,0.3422329,0.0001853591,0.002863073,0.05702386,0.01039595,0.06672753],"study_design_scores_gemma":[0.00002925562,0.0001599585,0.5145046,0.0005703162,0.0001257666,0.0003080351,0.4016857,0.0006571484,0.001098866,0.04459524,0.03619613,0.0000690247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083052,0.001768109,0.001097545,0.06290028,0.0001604801,0.00001064725,0.00008810589,0.00001096678,0.0256587],"genre_scores_gemma":[0.9963403,0.0004047561,0.0001459599,0.002454395,0.00003689163,0.000005605057,0.00001684103,0.000005379936,0.0005897754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461566,"threshold_uncertainty_score":0.02906114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743684474636441,"score_gpt":0.301622777942305,"score_spread":0.2741859331959405,"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."}}