{"id":"W4401220581","doi":"10.1002/jemt.24357","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Microscopy Research and Technique","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Computational biology; Computer science; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001645804,0.0002242719,0.0004804054,0.001100748,0.000277281,0.0007759444,0.0003565773,0.0003637531,0.02803872],"category_scores_gemma":[0.00005882399,0.000241455,0.00008215237,0.0003959484,0.0004143985,0.0003692356,0.0005423432,0.0008051622,0.5531253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846211,"about_ca_system_score_gemma":0.00006450491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004578701,"about_ca_topic_score_gemma":0.000004246313,"domain_scores_codex":[0.9982611,0.00001571317,0.0005436321,0.0005610016,0.00006158292,0.0005569641],"domain_scores_gemma":[0.9992277,0.00004573156,0.00013129,0.0003894778,0.00008999968,0.0001158249],"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":[0.000008753736,0.00001478545,0.000009090457,0.0003494932,0.00004698889,0.000001652022,0.0002445937,1.573182e-7,0.00006399571,0.01122199,0.9875951,0.0004433496],"study_design_scores_gemma":[0.0000879878,0.00008372399,0.00000235194,0.0001265794,0.000002067407,0.000003166509,0.0001484343,0.00000969879,0.001455992,0.009200283,0.9886444,0.0002353469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006485752,0.0147699,0.0006182668,0.0004196547,0.004426372,0.0007559447,0.003851093,0.00005668832,0.9750372],"genre_scores_gemma":[0.0005475392,0.008003021,0.0007761907,0.0001116409,0.0002781103,0.0003438683,0.0002256265,0.00002974861,0.9896843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5250865,"threshold_uncertainty_score":0.9846248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06045929265116569,"score_gpt":0.3320898455362339,"score_spread":0.2716305528850683,"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."}}