{"id":"W4395117802","doi":"10.1242/dmm.050781","title":"First person – Eli Matsell","year":2024,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0001208575,0.0001847672,0.000106318,0.0000600154,0.0001238533,0.0001035925,0.0002163353,0.00009662504,0.0002370933],"category_scores_gemma":[0.0000182905,0.0001683543,0.000187843,0.00009877534,0.00003668506,0.00001084428,0.0001040367,0.00009766212,0.0002210289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001953002,"about_ca_system_score_gemma":0.0001379624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708694,"about_ca_topic_score_gemma":0.000007108853,"domain_scores_codex":[0.9986813,0.00003340987,0.000111493,0.000529768,0.0002823628,0.0003616785],"domain_scores_gemma":[0.9992208,0.00001026093,0.00001384749,0.0003911727,0.00004561122,0.0003182974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005165362,0.0003834656,0.0000243691,0.0007606481,0.0003558734,0.0008514487,0.0003346366,0.005786374,0.8422983,0.1065352,0.02869166,0.01346146],"study_design_scores_gemma":[0.000774171,0.0004519189,0.00005699761,0.0003089215,0.0002041781,0.00001489835,0.0004499242,0.5691793,0.269815,0.06572154,0.09180619,0.001216972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4593149,0.0125699,0.5207773,0.001667274,0.000491681,0.0005260239,0.0004344937,0.0002052418,0.004013164],"genre_scores_gemma":[0.9944158,0.0004470681,0.0007304539,0.0002743089,0.000280353,0.00008053049,0.0002557671,0.00005768609,0.003458102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5724834,"threshold_uncertainty_score":0.6865289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694926432073281,"score_gpt":0.2749987873712838,"score_spread":0.248049523050551,"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."}}