{"id":"W4283361849","doi":"10.1242/dmm.049668","title":"First person – Sabrina Alam","year":2022,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"RNA Research and Splicing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neural crest; Craniofacial; Selection (genetic algorithm); Morphogenesis; Biology; Sociology; Cognitive science; Evolutionary biology; Gene; Psychology; Genetics; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000172866,0.0001342654,0.0000964248,0.0000457583,0.0004229416,0.00002895468,0.0002906299,0.00003165833,0.0002164868],"category_scores_gemma":[0.00002088837,0.0001427583,0.0001320184,0.00007240974,0.00002067554,0.000005442413,0.0002831125,0.0001115509,0.00001361982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003706537,"about_ca_system_score_gemma":0.0001039247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004812785,"about_ca_topic_score_gemma":0.00001127495,"domain_scores_codex":[0.9987131,0.00006376213,0.00009405352,0.0004012096,0.0003649008,0.0003629295],"domain_scores_gemma":[0.9992355,0.00000476094,0.00003117953,0.0003929434,0.0000358795,0.0002997184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001016552,0.0004734071,0.0002111792,0.00008224511,0.0001287847,0.000214509,0.0002231016,0.06360164,0.8866726,0.03673503,0.007946312,0.002694715],"study_design_scores_gemma":[0.004402864,0.002457111,0.001473889,0.0000471047,0.0001633425,0.00007274493,0.002598753,0.7689802,0.1087377,0.06307884,0.04583861,0.00214883],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932043,0.0008942542,0.06473799,0.000716407,0.000140879,0.000314502,0.0001425307,0.00003781792,0.0009726215],"genre_scores_gemma":[0.9937627,0.0000510292,0.0005052754,0.0005114494,0.00008088539,0.0002023897,0.0002211536,0.00003307757,0.004632038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7779348,"threshold_uncertainty_score":0.5821516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957093200969582,"score_gpt":0.2427532704326544,"score_spread":0.2231823384229586,"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."}}