{"id":"W4255073110","doi":"10.1242/jcs.244541","title":"First person – Nadine Sen Nkwe","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Biology; Library science; Selection (genetic algorithm); Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291471,0.00004157033,0.00005391303,0.00002148657,0.00007331045,0.0000238156,0.0001800837,0.00002691972,0.00003967811],"category_scores_gemma":[0.00005518441,0.00003168187,0.00004250543,0.0001258218,0.00007773388,0.00000791254,0.00002549747,0.0000650842,0.000007816041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000774693,"about_ca_system_score_gemma":0.0000708127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001323851,"about_ca_topic_score_gemma":0.000001369645,"domain_scores_codex":[0.9995665,0.000005867024,0.0000821003,0.00009244519,0.0001593875,0.00009370357],"domain_scores_gemma":[0.9996456,0.000002232948,0.00008978476,0.00005931579,0.00008604735,0.000117057],"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":[0.00003184304,0.000005059232,0.0003044075,0.000004298478,0.000002275545,0.000004353078,0.0001145165,0.00008870618,0.9941861,0.00000941997,0.004714543,0.0005344888],"study_design_scores_gemma":[0.0003975471,0.00107449,0.004542307,0.000006958418,0.00001368417,0.000101503,0.000282695,0.0005105823,0.7218116,0.00002049256,0.27113,0.0001081691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901283,0.0001683564,0.0008827257,0.00195986,0.0002955643,0.0000227557,7.258084e-7,0.000001913252,0.006539829],"genre_scores_gemma":[0.9974268,0.0000388033,0.001216559,0.0006548453,0.0004571942,5.444416e-8,3.00277e-7,0.000003379932,0.0002020325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723745,"threshold_uncertainty_score":0.1291949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00911454268393048,"score_gpt":0.2038559466486959,"score_spread":0.1947414039647655,"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."}}