{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004650728,0.001082494,0.001010425,0.001670661,0.006514831,0.006204376,0.001047358,0.002817546,0.2061992],"category_scores_gemma":[0.02749364,0.0005598891,0.0004817712,0.00085905,0.001751648,0.003704758,0.004293963,0.006175298,0.1173252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004619502,"about_ca_system_score_gemma":0.005451676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301314,"about_ca_topic_score_gemma":0.003998559,"domain_scores_codex":[0.9937683,0.001734165,0.0002708676,0.001020394,0.002689547,0.0005167888],"domain_scores_gemma":[0.971662,0.002995262,0.001534093,0.001171791,0.0115894,0.01104746],"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":[0.00003742229,0.00002673619,0.000168616,0.00007861313,0.000003063754,0.0002261168,0.001100273,0.00002112152,0.00038671,0.001376261,0.981767,0.01480809],"study_design_scores_gemma":[0.000003131227,0.00001152816,0.0001649042,0.00005517481,9.351305e-7,0.00030764,0.001118649,0.00002729559,0.0001010868,0.0002485978,0.9979518,0.00000928398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008734522,0.02477017,0.005283437,0.4455062,0.2710754,0.0004000053,0.002425254,0.002952374,0.2388527],"genre_scores_gemma":[0.04443554,0.004422435,0.001917947,0.1015819,0.01602402,0.0003865385,0.0003421815,0.001274085,0.8296153],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2061992,"threshold_uncertainty_score":0.6898049,"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."}}