{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928256,0.00005320234,0.00007115809,0.00002438997,0.00007539902,0.00003174609,0.0003520409,0.00003311493,0.00001848111],"category_scores_gemma":[0.00007334883,0.00004284548,0.00006476269,0.0001338626,0.000106592,0.000007795412,0.00004991858,0.00007603518,0.000008583651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009584273,"about_ca_system_score_gemma":0.0001552579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001232792,"about_ca_topic_score_gemma":0.000002186758,"domain_scores_codex":[0.9994571,0.000007645652,0.0001178029,0.0001153348,0.0001702497,0.0001319146],"domain_scores_gemma":[0.9995472,0.000003553601,0.0001208148,0.00006741024,0.0001120486,0.0001489757],"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":[0.00001505356,0.00001573525,0.0003055617,0.000006713124,0.000002365962,0.000004611117,0.0001438338,0.0001108557,0.9961692,0.000008881976,0.002959579,0.0002576028],"study_design_scores_gemma":[0.0002617006,0.0004973936,0.000803571,0.000008820315,0.000008942788,0.00004454495,0.000197578,0.0005278512,0.9159555,0.000006884508,0.08159872,0.00008846121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920019,0.000458736,0.003000459,0.001372692,0.0001350397,0.00003055825,0.000001328309,0.000001593976,0.002997719],"genre_scores_gemma":[0.9967,0.0002333788,0.001801289,0.0007857272,0.0002769952,1.803586e-7,3.247295e-7,0.000004083623,0.0001979988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08021367,"threshold_uncertainty_score":0.1747188,"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."}}