{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005310982,0.0001525471,0.000101119,0.00002195253,0.0001246495,0.00003906637,0.0001220118,0.00006997555,0.0001188036],"category_scores_gemma":[0.00002915722,0.0001539939,0.0001250652,0.0000637015,0.00002184742,0.000005893315,0.00007712914,0.00003945795,0.00002675574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008903334,"about_ca_system_score_gemma":0.0001429945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005789819,"about_ca_topic_score_gemma":0.00002495521,"domain_scores_codex":[0.9990794,0.00002553333,0.0001005663,0.000387154,0.000176658,0.0002306771],"domain_scores_gemma":[0.9994233,0.000003648101,0.00002903571,0.0002691684,0.00008276716,0.000192133],"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":[0.001693329,0.001370679,0.00283087,0.0005949804,0.0006168286,0.0007827805,0.00133869,0.01498143,0.7674961,0.1539121,0.045797,0.00858519],"study_design_scores_gemma":[0.005591176,0.0004801791,0.008058473,0.0002786065,0.0004227811,0.0000467965,0.003463094,0.0500686,0.5824067,0.2630083,0.0826819,0.003493374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017479,0.004669987,0.1855434,0.001365233,0.0003445802,0.0002349702,0.00007458934,0.00005404534,0.005965365],"genre_scores_gemma":[0.9931777,0.0004037464,0.002647332,0.0007479935,0.00006641386,0.00003908086,0.0004965927,0.00002568131,0.002395432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914299,"threshold_uncertainty_score":0.6279687,"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."}}