{"id":"W3170302903","doi":"10.1242/dev.199678","title":"The people behind the papers – Adrian Danescu, Lisanne Rens and Joy Richman","year":2021,"lang":"en","type":"article","venue":"Development","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Neural crest; Face (sociological concept); Art history; Sociology; History; Cell biology; Social science","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":[0.01002829,0.001187439,0.001551247,0.002236017,0.005407398,0.01016366,0.001585925,0.005049921,0.0198711],"category_scores_gemma":[0.03135362,0.0006508001,0.0008137321,0.001323866,0.0046337,0.005925758,0.002623715,0.01277185,0.0193646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005178401,"about_ca_system_score_gemma":0.007920054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007820327,"about_ca_topic_score_gemma":0.01142886,"domain_scores_codex":[0.9940813,0.0009981089,0.0004218325,0.0007559924,0.003269508,0.0004732069],"domain_scores_gemma":[0.9675154,0.003859062,0.00114968,0.0009988936,0.01692702,0.009549967],"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":[0.00002057968,0.000008329323,0.0001285513,0.00005113308,0.000006050731,0.00008875896,0.00008099419,0.00001890169,0.00007175509,0.003398456,0.9848194,0.01130713],"study_design_scores_gemma":[0.00000532225,0.000008059605,0.0001272355,0.00008513001,0.000003687726,0.0002033619,0.0002041113,0.00001704147,0.00008720851,0.001345075,0.9978979,0.00001581734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004452368,0.06481832,0.0009763565,0.5799833,0.3366428,0.0000337586,0.0001072125,0.0001344197,0.01685859],"genre_scores_gemma":[0.01512409,0.1180058,0.002621538,0.3091705,0.1941425,0.0001535333,0.0002964791,0.0006653597,0.3598202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0198711,"threshold_uncertainty_score":0.06647551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008669731165385814,"score_gpt":0.2420876740326242,"score_spread":0.2334179428672384,"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."}}