{"id":"W1893529325","doi":"10.1111/jmi.12192","title":"Analysis of menisci formed on cones for single field of view parasite egg microscopy","year":2014,"lang":"en","type":"article","venue":"Journal of Microscopy","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Bill and Melinda Gates Foundation","keywords":"Meniscus; Surface tension; Microscopy; Rotational symmetry; Optics; Materials science; Mechanics; Biological system; Physics; Biology; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656945,0.0002316685,0.0001821831,0.0002858339,0.0001714505,0.0003359525,0.0002067859,0.0001539336,0.0005254849],"category_scores_gemma":[0.0004199721,0.0001388637,0.0001389921,0.0001417326,0.0002248404,0.0002218856,0.0001341931,0.0002185065,0.0001115161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468351,"about_ca_system_score_gemma":0.0002085183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000820722,"about_ca_topic_score_gemma":0.001163669,"domain_scores_codex":[0.9999281,0.00000636789,0.000004327356,0.00001476038,0.00003484861,0.00001163819],"domain_scores_gemma":[0.9997657,0.00007890428,0.00004568106,0.00002700833,0.00006353315,0.00001922961],"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":[0.00005946312,0.00002749134,0.001811339,0.00005511831,0.00000483757,0.000118844,0.00007088097,0.006250627,0.9849291,0.001645913,0.00003835381,0.00498808],"study_design_scores_gemma":[0.000009439801,0.0001225398,0.01439828,0.00001163112,0.000008492779,0.0004208563,0.0001108107,0.3024232,0.6805648,0.000771464,0.001136751,0.00002172738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114392,0.000191315,0.0867924,0.00001577133,0.000007461859,0.00004445457,0.0000965844,0.0001309559,0.001281725],"genre_scores_gemma":[0.9584817,0.0001287611,0.04073071,0.000005308619,0.000002116476,0.00002061125,0.00009845829,0.00002450996,0.0005077804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000820722,"threshold_uncertainty_score":0.001790941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964778958573598,"score_gpt":0.3150381323679651,"score_spread":0.2953903427822291,"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."}}