{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004086381,0.0007381633,0.0008630925,0.0008910312,0.007269382,0.004990635,0.0009068378,0.002495572,0.1506221],"category_scores_gemma":[0.03111036,0.0005790463,0.0002810109,0.0005905013,0.002040812,0.004444597,0.004696446,0.007449445,0.08054616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376006,"about_ca_system_score_gemma":0.006459005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006332725,"about_ca_topic_score_gemma":0.009924033,"domain_scores_codex":[0.9944812,0.001915819,0.0002385204,0.0009674803,0.001932548,0.0004644521],"domain_scores_gemma":[0.9678234,0.003657258,0.001354324,0.001428589,0.0141848,0.01155163],"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":[0.00004112222,0.00002833387,0.0002548669,0.00006634685,0.000003341292,0.0003947549,0.003303973,0.00002125142,0.0005308865,0.00190796,0.9757308,0.01771655],"study_design_scores_gemma":[0.000002978892,0.00001064938,0.0002065432,0.00005678963,7.468132e-7,0.0003915791,0.00377211,0.00002803484,0.0001196555,0.0003821813,0.9950159,0.00001287912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01466212,0.01253632,0.006336872,0.5924673,0.1413492,0.0004057731,0.002031398,0.001742304,0.2284687],"genre_scores_gemma":[0.05994706,0.002659916,0.002349474,0.1269131,0.00561329,0.0005019588,0.0002636665,0.0008804796,0.800871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1506221,"threshold_uncertainty_score":0.5038812,"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."}}