{"id":"W4281493631","doi":"10.23987/sts.115410","title":"Misdirection in Global Health","year":2022,"lang":"en","type":"article","venue":"Science & Technology Studies","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Astrobiology; Physics","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":[0.0005136436,0.00006755603,0.0001461581,0.0006225833,0.001106477,0.00001435874,0.0003374878,0.00001918971,0.000007653031],"category_scores_gemma":[0.0001080622,0.00006621576,0.00001725681,0.00431738,0.0008945377,0.0001188184,0.000373706,0.0001765199,0.000005258742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005917,"about_ca_system_score_gemma":0.00004421373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020122,"about_ca_topic_score_gemma":0.0002975172,"domain_scores_codex":[0.9989451,0.00003376069,0.0001556564,0.000314355,0.0002239851,0.0003272076],"domain_scores_gemma":[0.999714,0.00001050646,0.00005435346,0.0001557059,0.00004346331,0.00002201576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001780428,0.0007032469,0.7518871,0.00005907099,0.00002492818,0.00002912093,0.005125911,0.0001782004,0.00164153,0.01780904,0.02386941,0.1984944],"study_design_scores_gemma":[0.004038814,0.002456824,0.3520672,0.0001449883,0.00001881393,0.0004478303,0.05722108,0.0003199529,0.02404101,0.3644747,0.1938759,0.0008928364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702151,0.003426573,0.00001057242,0.1234298,0.001718388,0.0002023639,0.000006580771,0.0003308783,0.0006597915],"genre_scores_gemma":[0.9982131,0.00005655932,0.0002315372,0.001397175,0.00001447133,0.00005583016,5.5439e-7,0.000002530247,0.00002827516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998199,"threshold_uncertainty_score":0.8510242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502332131271303,"score_gpt":0.374034372119449,"score_spread":0.3490110508067359,"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."}}