{"id":"W4293213907","doi":"10.1177/01622439221119882","title":"African Experiments in Health and Healing: Science from the Home and Homestead","year":2022,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Pluralism (philosophy); Health science; Ethnography; Medical science; Science studies; Sociology; Epistemology; Social science; Anthropology; Medicine; Philosophy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001794992,0.00008245556,0.0001728674,0.00109119,0.00319791,0.00006969598,0.00039122,0.00002554129,0.0000455772],"category_scores_gemma":[0.0001222258,0.00005964745,0.00001205759,0.003104645,0.008636246,0.0001523948,0.0008357142,0.0004051669,0.000001741353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726919,"about_ca_system_score_gemma":0.0005230647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067663,"about_ca_topic_score_gemma":0.00003423401,"domain_scores_codex":[0.9983297,0.00004709309,0.000174814,0.0004798835,0.0005111097,0.0004574078],"domain_scores_gemma":[0.999397,0.00003242129,0.00005257096,0.0003319769,0.00004836493,0.0001376131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005055472,0.000391527,0.553246,0.00002717873,0.00001329303,0.00004001704,0.01612747,0.00001045191,0.3561179,0.03469374,0.0003335511,0.03894832],"study_design_scores_gemma":[0.003078511,0.006162994,0.7145144,0.0001830218,0.00001406081,0.0004201691,0.1853215,0.002139347,0.02656927,0.05586539,0.00521125,0.0005201057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874176,0.002098884,0.000004841954,0.00961018,0.00006406754,0.000292144,0.000003551759,0.00007813506,0.0004305689],"genre_scores_gemma":[0.9991165,0.00009012329,0.0002110964,0.0004098181,0.00001492062,0.00005348289,0.000001037524,0.000005289373,0.00009771626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295487,"threshold_uncertainty_score":0.9980998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485523428400665,"score_gpt":0.3962911121331991,"score_spread":0.3477387692931326,"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."}}