{"id":"W4398211360","doi":"10.1242/jcs.262254","title":"First person – Nima Taefehshokr","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":[0.008109874,0.0007574319,0.0009918361,0.001135318,0.008450452,0.005572593,0.001193722,0.003074633,0.1426066],"category_scores_gemma":[0.0338763,0.00059783,0.0003897532,0.0007565957,0.002352392,0.0040695,0.004151628,0.00845126,0.06573499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006111414,"about_ca_system_score_gemma":0.01145831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518118,"about_ca_topic_score_gemma":0.01291679,"domain_scores_codex":[0.9925578,0.002570193,0.0002736178,0.0009699493,0.002775106,0.0008534528],"domain_scores_gemma":[0.9634996,0.003097682,0.001528146,0.00142087,0.01387709,0.01657668],"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":[0.00008240482,0.0001151093,0.000446618,0.0000980574,0.000005541223,0.000491775,0.005905675,0.00002009964,0.0009772603,0.001589038,0.9654538,0.02481459],"study_design_scores_gemma":[0.00001244239,0.00002544865,0.0004131869,0.0001041784,0.000002273893,0.0003833185,0.008752328,0.00005310575,0.0002057722,0.0005814335,0.989441,0.00002556695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0279808,0.01010782,0.01108871,0.673462,0.08571839,0.001449703,0.004075605,0.003137386,0.1829796],"genre_scores_gemma":[0.1131763,0.003149831,0.00846165,0.2482688,0.0061047,0.002178315,0.0007040976,0.001737699,0.6162184],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1426066,"threshold_uncertainty_score":0.4770668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229402332072482,"score_gpt":0.2321390636572228,"score_spread":0.219845040336498,"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."}}