{"id":"W4392134464","doi":"10.53555/sfs.v10i3.2179","title":"The Impact Of Malaria On Human Life","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Umm Al-Qura University","keywords":"Malaria; Biology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006603109,0.000159267,0.0002108794,0.0005509297,0.0007844966,0.001014117,0.0001795773,0.0003429913,0.007481363],"category_scores_gemma":[0.003961165,0.00008980266,0.0002148847,0.0008279186,0.0006628516,0.0007584893,0.0007986234,0.0005387918,0.000664974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548336,"about_ca_system_score_gemma":0.0006225108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007351141,"about_ca_topic_score_gemma":0.01119232,"domain_scores_codex":[0.9987966,0.0006028711,0.00004974832,0.00005285666,0.0002977241,0.0002002813],"domain_scores_gemma":[0.9978673,0.0006495475,0.0006351525,0.00004357019,0.0003188701,0.0004854451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002385302,0.0004557218,0.7949837,0.001109284,0.0001965004,0.0009366066,0.008372128,0.0006825619,0.001928515,0.006858225,0.01948278,0.1647554],"study_design_scores_gemma":[0.000005728277,0.0003363199,0.9525477,0.0003602121,0.00005049773,0.0005124433,0.0126271,0.0002420946,0.0002582023,0.002039951,0.03099496,0.00002476229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988196,0.01207217,0.0004195164,0.01888566,0.0002695123,0.00005152663,0.001503318,0.00001923948,0.06795943],"genre_scores_gemma":[0.9893488,0.007166695,0.0002714423,0.0008426089,0.0002291223,0.00001571189,0.000167882,0.000002962295,0.001954715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007481363,"threshold_uncertainty_score":0.02502769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6679384501085154,"score_gpt":0.5379084478255379,"score_spread":0.1300300022829775,"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."}}