{"id":"W4254504636","doi":"10.1242/jcs.210013","title":"First person – Brandy Hyndman and Mathieu Crupi","year":2017,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Ubiquitin and proteasome pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ubiquitin ligase; Gene isoform; Ubiquitin; Genetics","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":[0.006134247,0.001012426,0.000770302,0.001412055,0.009280579,0.005609986,0.001050631,0.003542034,0.03787668],"category_scores_gemma":[0.03089669,0.0007994145,0.0003005146,0.0007625686,0.004755509,0.00593058,0.003613861,0.008732975,0.01644173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00541503,"about_ca_system_score_gemma":0.005901796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009185626,"about_ca_topic_score_gemma":0.009323405,"domain_scores_codex":[0.9917542,0.003500781,0.0002539275,0.001189421,0.002479291,0.0008223642],"domain_scores_gemma":[0.9756221,0.006234044,0.001926289,0.001049796,0.006850088,0.00831749],"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":[0.0001347797,0.0001840207,0.00164384,0.0002397426,0.00001475686,0.001533774,0.1331836,0.00008216182,0.003084927,0.006633734,0.8195414,0.03372327],"study_design_scores_gemma":[0.0000159725,0.00005863552,0.001183617,0.0002639257,0.000004032719,0.001433504,0.09620239,0.0001118339,0.0006598749,0.001446852,0.8985472,0.00007223678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.104527,0.01505757,0.01254932,0.7428754,0.0258442,0.0009077773,0.001360487,0.001067356,0.09581081],"genre_scores_gemma":[0.4553181,0.006468255,0.009917401,0.221735,0.003448836,0.001555662,0.0003529211,0.0009558767,0.3002481],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03787668,"threshold_uncertainty_score":0.1267102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776315729326154,"score_gpt":0.2561643297601015,"score_spread":0.2384011724668399,"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."}}