{"id":"W1983085590","doi":"10.1152/ajpregu.00015.2004","title":"2003 was a good year for the <i>American Journal of Physiology-Regulatory, Integrative and Comparative Physiology</i>","year":2004,"lang":"en","type":"editorial","venue":"American Journal of Physiology-Regulatory, Integrative and Comparative Physiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Variety (cybernetics); Download; Library science; Political science; Physiology; Biology; World Wide Web; Computer science","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":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008125189,0.001708058,0.00490366,0.0004481578,0.000581594,0.00007318203,0.001436765,0.0007132245,0.00003711029],"category_scores_gemma":[0.0005311842,0.001127084,0.001163175,0.0006287623,0.01152714,0.00008185484,0.0003895785,0.002087142,0.000006457471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157183,"about_ca_system_score_gemma":0.002169591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101799,"about_ca_topic_score_gemma":0.0001005094,"domain_scores_codex":[0.9925622,0.002134224,0.002074459,0.001514622,0.0006376397,0.001076832],"domain_scores_gemma":[0.9855587,0.001606083,0.006099101,0.0009890551,0.005190811,0.0005561902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01231919,0.0008211198,0.000072813,0.0001251221,0.004165493,0.000002978578,0.002174603,0.0003644244,0.7457501,0.00100485,0.2325742,0.0006251493],"study_design_scores_gemma":[0.02280885,0.09288648,0.1027343,0.001985712,0.004491635,0.000300584,0.07390235,0.0002352643,0.2101709,0.01867378,0.4662952,0.00551491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541584,0.009865389,0.0005660723,0.0002335836,0.03279883,0.001126172,0.001159084,0.00001836622,0.00007406457],"genre_scores_gemma":[0.9198597,0.004417109,0.001847723,0.0005640762,0.07236162,0.0001464562,0.0005275654,0.0001007604,0.0001750145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5355791,"threshold_uncertainty_score":0.9995666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311516996400542,"score_gpt":0.2861737317901482,"score_spread":0.2730585618261427,"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."}}