{"id":"W4239557054","doi":"10.1242/jcs.258594","title":"First person – Asadullah and Sandeep Kumar","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular Mechanics and Interactions","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); Computer science; Artificial intelligence","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":[0.0002387978,0.00004443326,0.000060658,0.00003428792,0.00011689,0.00005488943,0.0001153762,0.00002735204,0.00006116566],"category_scores_gemma":[0.00008586172,0.00003769758,0.00004822722,0.000102907,0.00006092617,0.00000966788,0.00005132202,0.0000692687,0.000002183387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109846,"about_ca_system_score_gemma":0.0001486911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001802187,"about_ca_topic_score_gemma":0.00001093558,"domain_scores_codex":[0.9995238,0.00001015687,0.0001012873,0.0001145424,0.000147915,0.00010236],"domain_scores_gemma":[0.9995031,0.000006194565,0.00008985674,0.00009878301,0.0002122851,0.00008975572],"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":[0.000006352009,0.00002496962,0.0001092667,0.000003940708,0.000003354466,0.00001186215,0.00004567258,0.00001274759,0.9985884,0.00006055128,0.0006885219,0.0004443696],"study_design_scores_gemma":[0.0001845303,0.000174036,0.0005605909,0.00001203198,0.000007881909,0.0003230773,0.0002961013,0.0003102237,0.9231117,0.00004768316,0.07491504,0.00005710928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902568,0.001629948,0.002281363,0.0004754369,0.0003473575,0.00001666501,0.00000103342,8.118077e-7,0.004990565],"genre_scores_gemma":[0.9967387,0.0007025847,0.00129299,0.0001283953,0.0001222338,1.884034e-7,6.656819e-7,0.000003194134,0.001010992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754767,"threshold_uncertainty_score":0.1537263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007937881908586866,"score_gpt":0.228137715473238,"score_spread":0.2201998335646511,"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."}}