{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005043785,0.0008590729,0.0008309156,0.001067329,0.01058748,0.006796846,0.0009623684,0.003791965,0.08275609],"category_scores_gemma":[0.03316483,0.0005882664,0.0003731285,0.0007553027,0.002441191,0.007255362,0.003812782,0.008008924,0.03057282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245675,"about_ca_system_score_gemma":0.005777611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003092637,"about_ca_topic_score_gemma":0.003122583,"domain_scores_codex":[0.9919639,0.00319985,0.0002972942,0.001026111,0.002581936,0.0009310353],"domain_scores_gemma":[0.9674342,0.005934914,0.001825622,0.001880407,0.01190306,0.01102182],"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":[0.00007895382,0.0001422051,0.001334952,0.0002016539,0.00001370492,0.001550647,0.03688874,0.00004935529,0.001410278,0.006699624,0.9105696,0.04106022],"study_design_scores_gemma":[0.000008588684,0.00004948828,0.0009142786,0.000230707,0.000005688399,0.002084825,0.04063573,0.0001109829,0.0004437951,0.001613282,0.9538409,0.00006169504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06715947,0.01499387,0.008861125,0.6609212,0.05617682,0.0006714222,0.001316741,0.001288806,0.1886106],"genre_scores_gemma":[0.3333767,0.005729985,0.006232601,0.2699001,0.006136979,0.0007406063,0.0003346203,0.0008108132,0.3767376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08275609,"threshold_uncertainty_score":0.2768467,"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."}}