{"id":"W844350186","doi":"","title":"A device to model pollen deposition on contact lenses","year":2015,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deposition (geology); Pollen; Optometry; Optics; Materials science; Geology; Physics; Medicine; Botany; Biology; Paleontology","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":[0.0004084237,0.0004448769,0.0001893074,0.0004434944,0.0003684291,0.000561805,0.000874681,0.001078145,0.001614708],"category_scores_gemma":[0.0005429198,0.0002299174,0.0005008028,0.0002018034,0.0003409336,0.0004762529,0.0006257661,0.0004830988,0.0003827047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147561,"about_ca_system_score_gemma":0.0005737839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090514,"about_ca_topic_score_gemma":0.0008125593,"domain_scores_codex":[0.999744,0.000046791,0.00001806597,0.00005485766,0.0001010135,0.00003512089],"domain_scores_gemma":[0.9994585,0.000262451,0.000082667,0.00008722211,0.00005111476,0.00005800363],"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":[0.0002307137,0.0002018585,0.0008800703,0.000166809,0.00001753176,0.0004459209,0.0001364555,0.002497608,0.9856749,0.001264341,0.0004151944,0.008068623],"study_design_scores_gemma":[0.0001758448,0.002691431,0.006778635,0.00006563408,0.0000920356,0.0008767492,0.0001726804,0.03934939,0.934127,0.0007092957,0.01489093,0.00007047542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817343,0.001681569,0.1086501,0.000515564,0.0005912481,0.0004758414,0.0009692478,0.0007747751,0.004607366],"genre_scores_gemma":[0.9214577,0.001097079,0.06938791,0.0001479771,0.00003561892,0.0004012082,0.0003204937,0.00005612627,0.007095919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614708,"threshold_uncertainty_score":0.00540179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754969883231162,"score_gpt":0.3329412769860177,"score_spread":0.1574442886629015,"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."}}