{"id":"W4233464334","doi":"10.1080/00253359.2004.10656901","title":"CORRESPONDENCE","year":2004,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003495707,0.0001272656,0.00009891159,0.00005223675,0.0001166355,0.00003781972,0.0005358766,0.00003128311,0.001128668],"category_scores_gemma":[0.0000526845,0.00007859827,0.0000550976,0.0003449929,0.0001452607,0.00009453019,0.0002284882,0.0001626405,0.05880506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008738357,"about_ca_system_score_gemma":0.0000633346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402476,"about_ca_topic_score_gemma":0.0006930755,"domain_scores_codex":[0.9990751,0.00005440177,0.0001275412,0.0001839108,0.0002686093,0.0002904751],"domain_scores_gemma":[0.9991583,0.00005303972,0.00005098669,0.0006303117,0.00004347686,0.00006394822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003650013,0.001404745,0.04687643,0.00006793383,0.0003547965,0.0006677287,0.01195608,0.001081972,0.5933118,0.2321582,0.07939262,0.02907762],"study_design_scores_gemma":[0.003357614,0.0001776224,0.4722914,0.0000437978,0.0001070763,0.0003146862,0.0003070277,0.0001675386,0.01220131,0.04068239,0.4695709,0.0007786169],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401281,0.00005558737,0.00007139249,0.001415505,0.0003157792,0.0002512544,0.00001075935,0.0003189158,0.05743274],"genre_scores_gemma":[0.9647697,0.000001683352,0.001034146,0.0006133456,0.00004090097,0.00002917298,0.00000453005,0.00005578689,0.0334507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811105,"threshold_uncertainty_score":0.9997844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917979350386393,"score_gpt":0.2572451256153037,"score_spread":0.2380653321114398,"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."}}