{"id":"W4200415095","doi":"10.1242/dmm.049372","title":"First person – Amanda Miles","year":2021,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Zebrafish; Sociology; Gerontology; Library science; Biology; Medicine; Genetics; Gene; Computer science","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":[0.007477806,0.001331524,0.001243507,0.001653707,0.005310628,0.008604245,0.001666798,0.004653204,0.2353317],"category_scores_gemma":[0.05922143,0.0008141246,0.0005904518,0.000708475,0.00216111,0.005691209,0.006269225,0.009763524,0.183077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003659507,"about_ca_system_score_gemma":0.006995821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933855,"about_ca_topic_score_gemma":0.002675731,"domain_scores_codex":[0.9881523,0.003395651,0.000504801,0.002011645,0.005091668,0.0008439883],"domain_scores_gemma":[0.9414297,0.007057504,0.002621408,0.002526098,0.02523524,0.02112989],"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":[0.00002066005,0.00001738905,0.00007262766,0.00005758492,0.000002100741,0.0001743444,0.0004625642,0.00001543821,0.0002435377,0.001288728,0.9892975,0.008347492],"study_design_scores_gemma":[0.000004178886,0.00001028786,0.00009454209,0.00008197705,8.021709e-7,0.0002480204,0.0006817438,0.00002835278,0.00007047346,0.0004901942,0.998279,0.00001045638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002760871,0.01178536,0.006425789,0.5163524,0.3023881,0.0004927504,0.001366247,0.002484655,0.1559439],"genre_scores_gemma":[0.02311014,0.003413254,0.002894452,0.1596453,0.02382182,0.0008569172,0.000343678,0.002205208,0.7837092],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2353317,"threshold_uncertainty_score":0.787263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474149128075162,"score_gpt":0.2139841304257254,"score_spread":0.1992426391449738,"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."}}