{"id":"W2943036071","doi":"10.13034/jsst.v11i1.441","title":"An Interview With Julie Hu – A Student Scientific Illustrator","year":2019,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alchemy; Character (mathematics); Multidisciplinary approach; Visual arts; Art history; Sociology; Art; Media studies; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176905,0.0001095912,0.0001881868,0.0004187297,0.0001532289,0.000185653,0.001023666,0.000106475,0.00001532804],"category_scores_gemma":[0.00006810122,0.0000698486,0.00002946372,0.0006133136,0.001715081,0.00002872257,0.0003361432,0.0001927806,0.00001244701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002818892,"about_ca_system_score_gemma":0.0004543381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.854118e-7,"about_ca_topic_score_gemma":0.000008711385,"domain_scores_codex":[0.9981263,0.00002055014,0.0003233375,0.0002596475,0.0009384963,0.0003316157],"domain_scores_gemma":[0.9984232,0.000005753552,0.0001877882,0.0003401713,0.0008435723,0.0001994679],"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":[0.00005467299,0.0005262387,0.121884,0.00006153095,0.00008130894,0.00002613698,0.0004154562,0.000006080168,0.8264874,0.0003411433,0.000844277,0.04927181],"study_design_scores_gemma":[0.006706566,0.04356287,0.2645154,0.0005060835,0.0001360729,0.0014206,0.03157701,0.000289623,0.411805,0.0006894954,0.2376253,0.001166019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974132,0.0004397679,0.0001864008,0.001270025,0.000268348,0.0001658545,0.00000162754,0.000005363607,0.0002494701],"genre_scores_gemma":[0.998383,0.0003426764,0.0008498635,0.0001834943,0.00005604157,0.000002373666,0.000001154128,0.000005103692,0.00017626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4146824,"threshold_uncertainty_score":0.6319287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590967760893967,"score_gpt":0.3228738059226398,"score_spread":0.3069641283137001,"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."}}