{"id":"W4238232484","doi":"10.1242/jcs.246173","title":"First person – Yi Liu","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Library science; Selection (genetic algorithm); Psychoanalysis; Cognitive science; Psychology; Artificial intelligence; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764388,0.001017443,0.0008936367,0.001094019,0.004221533,0.004339857,0.001054848,0.002677109,0.3299833],"category_scores_gemma":[0.01644535,0.0004604147,0.0003445298,0.0008812417,0.001429684,0.004251945,0.004254553,0.005426014,0.1807708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003502896,"about_ca_system_score_gemma":0.006764357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583522,"about_ca_topic_score_gemma":0.003131924,"domain_scores_codex":[0.9970647,0.0007086032,0.0001577914,0.0006895917,0.000930595,0.0004487486],"domain_scores_gemma":[0.984791,0.001007226,0.0006919086,0.0008435215,0.005766777,0.006899602],"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":[0.00006130394,0.00005695419,0.0007766387,0.000121161,0.000004237752,0.0006433571,0.002365361,0.00003932952,0.00129541,0.002602321,0.9595695,0.03246451],"study_design_scores_gemma":[0.000008063935,0.00002310381,0.0004617602,0.00006641736,0.000001538728,0.0005086442,0.002727339,0.00006172479,0.0002410321,0.0005119581,0.9953697,0.0000186508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03073766,0.01594202,0.02261326,0.4161803,0.1095759,0.001351941,0.007826354,0.007929198,0.3878435],"genre_scores_gemma":[0.06468112,0.001972727,0.005690577,0.06750115,0.003971746,0.0009791659,0.0008488971,0.001783352,0.8525712],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3299833,"threshold_uncertainty_score":0.9556975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096798869656944,"score_gpt":0.2212603344774717,"score_spread":0.2102923457809023,"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."}}