{"id":"W3174777715","doi":"10.1007/978-3-030-72688-1_18","title":"Perspectives on IgY Technology","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biomedicine; Standardization; Engineering ethics; Engineering; Management science; Data science; Computer science; Biology; Bioinformatics","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":[0.0007002045,0.0007351188,0.0003866302,0.001584936,0.002378821,0.007459426,0.0009778986,0.004118465,0.04346656],"category_scores_gemma":[0.0007036519,0.0002312768,0.0003955878,0.002339449,0.006290271,0.005489881,0.002145997,0.004422241,0.01067915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003948794,"about_ca_system_score_gemma":0.00170767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007259107,"about_ca_topic_score_gemma":0.01693492,"domain_scores_codex":[0.9994774,0.0001962282,0.00000729632,0.00005724362,0.0001627846,0.00009906273],"domain_scores_gemma":[0.9997552,0.000155814,0.000009477264,0.00002171441,0.00002924955,0.00002853601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007631244,0.00002892448,0.0000399637,0.0000677928,0.000001787366,0.00007291071,0.001477098,0.0001037843,0.0001214188,0.8701624,0.09577871,0.03213755],"study_design_scores_gemma":[0.000001762769,0.000007582662,0.00009113077,0.0001338637,0.000001297532,0.00006597327,0.000545237,0.00006903629,0.00004693323,0.06470175,0.9343328,0.000002727091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004414936,0.01429675,0.000540741,0.004540833,0.0005932294,0.000004764569,0.00001191327,0.00001534704,0.9795548],"genre_scores_gemma":[0.01610205,0.02706898,0.0006643286,0.005876461,0.001079984,0.00003013004,0.00003924949,0.00005718529,0.9490815],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04346656,"threshold_uncertainty_score":0.1454102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0942553647382214,"score_gpt":0.4416730015111232,"score_spread":0.3474176367729018,"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."}}