{"id":"W4395694471","doi":"10.3791/66675","title":"Development of a Bio-Hybrid Mosquito Stinger-Based Atomic Force Microscopy Probe","year":2024,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biting; Nanotechnology; Atomic force microscopy; Biochemical engineering; Computer science; Biology; Engineering; Materials science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179659,0.0002467513,0.0002139283,0.0001420804,0.0001800826,0.0002258259,0.0005157659,0.0008145249,0.0009692984],"category_scores_gemma":[0.0002803341,0.0002070916,0.000165163,0.0001014729,0.0002059308,0.0003666046,0.0003009528,0.0004834005,0.0004418704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292619,"about_ca_system_score_gemma":0.0002447557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731275,"about_ca_topic_score_gemma":0.0007742543,"domain_scores_codex":[0.9998852,0.00001077726,0.00000591132,0.00003458352,0.000047314,0.00001613037],"domain_scores_gemma":[0.9998797,0.00003368752,0.00002441917,0.00001355564,0.00003049716,0.00001812475],"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":[0.00001078557,0.00001179875,0.00007360223,0.00004189363,0.000002342621,0.00003041282,0.00002257913,0.0003942735,0.9960576,0.0004451381,0.0001655456,0.002743986],"study_design_scores_gemma":[0.0000129376,0.0002399867,0.0008762539,0.00001231593,0.000008744632,0.0002242682,0.00003684662,0.02718778,0.9615929,0.0001984333,0.009580416,0.00002917942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6639931,0.001673701,0.3233131,0.001138151,0.0002919811,0.0003493994,0.0008661492,0.001369058,0.007005422],"genre_scores_gemma":[0.746269,0.0006862178,0.2479013,0.0002445342,0.00002833282,0.0003881356,0.0003775818,0.00005740376,0.004047531],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0009692984,"threshold_uncertainty_score":0.003242612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705267317843648,"score_gpt":0.4276044947016374,"score_spread":0.400551821523201,"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."}}