{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01059855,0.001070208,0.00126552,0.001772651,0.01439675,0.007546727,0.001251499,0.005309346,0.04073518],"category_scores_gemma":[0.05633778,0.0008942168,0.00052523,0.0008403731,0.004787909,0.007053796,0.004543297,0.0139397,0.02044777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007005013,"about_ca_system_score_gemma":0.01081224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229386,"about_ca_topic_score_gemma":0.01260308,"domain_scores_codex":[0.9859919,0.006441328,0.0004827015,0.001722844,0.003975406,0.001385773],"domain_scores_gemma":[0.9405642,0.01267543,0.003355219,0.002188224,0.02007591,0.02114108],"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":[0.0001049008,0.0001554688,0.001100171,0.0001999077,0.00001463148,0.001213429,0.05145776,0.00004203005,0.001337335,0.0031243,0.9193473,0.02190278],"study_design_scores_gemma":[0.00001416769,0.00005529861,0.0008170279,0.0003526839,0.000004008271,0.001259274,0.05757681,0.00009437188,0.0003879739,0.001526391,0.9378343,0.00007771292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04242553,0.01636685,0.008294191,0.8310558,0.04536851,0.0009760039,0.001199911,0.001078749,0.05323454],"genre_scores_gemma":[0.2664364,0.006953483,0.009733173,0.4399377,0.006207528,0.002715272,0.0003581854,0.001014385,0.2666438],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04073518,"threshold_uncertainty_score":0.1362728,"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."}}