{"id":"W4399446531","doi":"10.1016/j.ohx.2024.e00540","title":"A low-cost, portable device for the study of the malaria parasite’s growth inhibition via microwave exposure","year":2024,"lang":"en","type":"article","venue":"HardwareX","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; Universidad Tecnológica de Panamá; National Aeronautics and Space Administration","keywords":"Malaria; Interface (matter); Microwave; Computer science; Matching (statistics); Amplifier; Embedded system; Computer hardware; Telecommunications; Medicine; Immunology; Operating system; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002861879,0.0001847108,0.0001733863,0.00004355145,0.0001189082,0.00008381116,0.0002385799,0.00009430303,0.00002021682],"category_scores_gemma":[0.0000455767,0.0001212827,0.0001043247,0.0003611791,0.00003155297,0.0001057453,0.00005842733,0.0002674034,0.00001046842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005199255,"about_ca_system_score_gemma":0.00002408628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007130769,"about_ca_topic_score_gemma":0.0003251022,"domain_scores_codex":[0.9989818,0.00004517985,0.0003005654,0.0002197135,0.0001884821,0.0002642359],"domain_scores_gemma":[0.9991452,0.0003075178,0.00004548769,0.0003912406,0.00007565755,0.00003488793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001037829,0.0006276277,0.03244459,0.002695699,0.00162623,0.0001149442,0.008890532,0.7655252,0.0874014,0.00683745,0.06169999,0.03203258],"study_design_scores_gemma":[0.003083799,0.000448402,0.118348,0.003085401,0.001146931,0.0001300622,0.00182098,0.5919961,0.2497083,0.001795521,0.02683663,0.001599903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484686,0.001803652,0.0440433,0.0002175803,0.002024394,0.001724461,0.00003848048,0.0005509853,0.001128537],"genre_scores_gemma":[0.9986964,0.0000253284,0.0002832726,0.00005576709,0.0002844316,0.0003159894,0.0000151529,0.00007249674,0.0002510862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735291,"threshold_uncertainty_score":0.4945766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298734212786229,"score_gpt":0.2224188020426837,"score_spread":0.2094314599148214,"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."}}