{"id":"W4391753540","doi":"10.1364/boe.521511","title":"Novel Techniques in Microscopy: introduction to the feature issue","year":2024,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microscopy; Feature (linguistics); Computer science; Data science; Optics; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002928377,0.001840853,0.001252266,0.002403576,0.001079835,0.003313508,0.001995413,0.004199327,0.01680652],"category_scores_gemma":[0.004139123,0.0008866311,0.00123013,0.001104745,0.001328179,0.00405082,0.001757263,0.008776587,0.01375725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292769,"about_ca_system_score_gemma":0.0009925838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004307147,"about_ca_topic_score_gemma":0.001385654,"domain_scores_codex":[0.997914,0.0002892667,0.0001866686,0.0002546345,0.00119844,0.0001569624],"domain_scores_gemma":[0.9959379,0.001213908,0.0002761838,0.0001905468,0.001858226,0.000523184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005539715,0.00004066369,0.00007401092,0.0004634564,0.00001648719,0.00008327058,0.00002052012,0.00008174592,0.002297524,0.003668017,0.9077301,0.08546884],"study_design_scores_gemma":[0.000005544661,0.00004575733,0.0001460597,0.00008562286,0.000005823298,0.0001834029,0.000007861793,0.0001128125,0.0003672393,0.001107094,0.9979236,0.000009066491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002803813,0.1101972,0.006576844,0.04145646,0.8256208,0.00007977518,0.0001236827,0.0002816865,0.01538316],"genre_scores_gemma":[0.00253369,0.1025403,0.005276198,0.0349622,0.7687601,0.0001427167,0.0002495307,0.0003858112,0.08514943],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01680652,"threshold_uncertainty_score":0.05622339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00506317743503464,"score_gpt":0.241274311227078,"score_spread":0.2362111337920434,"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."}}