{"id":"W4387448533","doi":"10.1109/jsen.2023.3321409","title":"Magneto-Optical Detection of Synthetic Malaria Pigment in Photonic Crystal Fiber","year":2023,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe; McGill University Health Centre; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Hemozoin; Materials science; Algorithm; Analytical Chemistry (journal); Computer science; Malaria; Biology; Chemistry; Organic chemistry; Plasmodium falciparum","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003234289,0.00009896167,0.0001657053,0.00004035821,0.00009187175,0.00003263957,0.0001025772,0.00008346314,0.0007138854],"category_scores_gemma":[0.00002854877,0.00004178946,0.0001146199,0.0003191657,0.00003862427,0.00006208019,0.00002006458,0.0002281427,0.0001140289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003874995,"about_ca_system_score_gemma":0.000007771915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008597409,"about_ca_topic_score_gemma":0.0001252504,"domain_scores_codex":[0.9989822,0.00006399395,0.0002865086,0.0001487667,0.0002236425,0.0002948969],"domain_scores_gemma":[0.9996332,0.0001046248,0.00008685933,0.00003667999,0.00004003209,0.00009860043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003969332,0.00004485883,0.001533584,0.000004539285,0.00000645532,0.00007293982,0.00005314971,0.000224662,0.9836805,0.000008604721,0.000108429,0.01422258],"study_design_scores_gemma":[0.0005682875,0.0007275273,0.4082476,0.000116033,0.0000256433,0.0008451727,0.0003871725,0.002627146,0.576528,0.0008754554,0.008698717,0.0003532791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983424,0.000024842,0.00000123386,0.0003956193,0.0002745412,0.00007566249,0.00001237974,0.00002221318,0.0008510858],"genre_scores_gemma":[0.9991711,0.0000724846,0.0000374915,0.00001913631,0.0002085789,0.000002772112,0.000001910493,0.000001195295,0.0004853669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071525,"threshold_uncertainty_score":0.7816545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697019111592814,"score_gpt":0.2168229193662817,"score_spread":0.1998527282503536,"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."}}