{"id":"W4413825283","doi":"10.1242/jcs.264333","title":"First person – Aaron Fountain and Mélanie Mansat","year":2025,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Fountain; Archaeology","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":[0.0005661976,0.00005528147,0.0001187302,0.0001632623,0.0002391506,0.00003189523,0.0001951912,0.00004723183,0.00005230148],"category_scores_gemma":[0.00004153793,0.00004106794,0.00003623268,0.0002008695,0.000291585,0.0002413545,0.00003518056,0.000119376,0.00001119535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005674765,"about_ca_system_score_gemma":0.0001097996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001092048,"about_ca_topic_score_gemma":0.00000366863,"domain_scores_codex":[0.9995291,0.00002719057,0.0001592854,0.00009197831,0.00004531682,0.0001470933],"domain_scores_gemma":[0.9996377,0.00004760472,0.0001371933,0.00007894176,0.0000837011,0.00001482932],"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":[0.00003583745,0.00003289293,0.00232349,0.00001199344,0.00000884493,0.000001492082,0.0002833879,0.00001253829,0.9925066,0.0006052649,0.001077303,0.003100379],"study_design_scores_gemma":[0.001358355,0.0003254804,0.1981721,0.0001275663,0.0000447098,0.0001569706,0.0008739568,0.0001190218,0.7486492,0.0006153634,0.04943584,0.0001213874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888439,0.0046116,0.0004866059,0.0008669628,0.0006149907,0.00004188413,4.766941e-7,0.000003831699,0.004529764],"genre_scores_gemma":[0.9970757,0.000200207,0.0001459145,0.00008142299,0.00001297657,2.930746e-7,2.5147e-7,0.000001535018,0.002481643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438573,"threshold_uncertainty_score":0.1839377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768213782187352,"score_gpt":0.2346149638607989,"score_spread":0.2258467500786116,"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."}}