{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003590843,0.0008509009,0.0007436362,0.001254718,0.001524815,0.001710259,0.0008549902,0.00169912,0.8383687],"category_scores_gemma":[0.002107169,0.0003306526,0.0005162238,0.0004975349,0.0004447796,0.0006694261,0.001668858,0.001632396,0.5968727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007357831,"about_ca_system_score_gemma":0.0009305993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145875,"about_ca_topic_score_gemma":0.002486826,"domain_scores_codex":[0.9996061,0.00005149433,0.00001289873,0.0001120275,0.0001360623,0.00008144179],"domain_scores_gemma":[0.9992682,0.0001286751,0.00003547711,0.00008506695,0.0001970052,0.0002854422],"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":[0.0002365665,0.00009999189,0.0005069047,0.0001748191,0.00001163137,0.0004159562,0.00007977928,0.00004960118,0.001415246,0.006178509,0.8257917,0.1650393],"study_design_scores_gemma":[0.00002209551,0.00003277562,0.0006320265,0.00004940338,0.000005695784,0.0003370051,0.00004985144,0.00002992291,0.0003812153,0.0006670968,0.9977884,0.000004355343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001887877,0.002293667,0.0005044553,0.007397877,0.008164013,0.0001315215,0.001517183,0.0004722438,0.9776312],"genre_scores_gemma":[0.003646147,0.0004073317,0.0001951502,0.000947652,0.0005014002,0.00002558991,0.0003406285,0.00006807355,0.9938681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1616313,"threshold_uncertainty_score":0.2305474,"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."}}