{"id":"W4213105154","doi":"10.1190/tle21040404.1","title":"Announcements","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Download; Citation; Library science; Political science; History; Humanities; Computer science; Art; World Wide Web","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":[0.00008697933,0.00007889902,0.00005693119,0.000001378307,0.0001585893,0.00001441756,0.000233863,0.00002451734,0.004409943],"category_scores_gemma":[0.000005324711,0.00005327486,0.00002817621,0.00009349273,0.0001850652,0.00008690004,0.0001298128,0.00008506129,0.0111966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204594,"about_ca_system_score_gemma":2.962167e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002655271,"about_ca_topic_score_gemma":0.000003792865,"domain_scores_codex":[0.9994106,0.00001793941,0.00007718915,0.0001341417,0.00015795,0.0002022088],"domain_scores_gemma":[0.9997048,0.00001550593,0.00002729084,0.0002114686,4.272906e-7,0.00004050892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001567474,0.0003844319,0.3470587,0.00000770161,0.00005136869,0.00002880334,0.006604729,0.07290658,0.01118561,0.0009445014,0.317944,0.2428679],"study_design_scores_gemma":[0.0003888593,0.00008814551,0.04882062,0.000009291877,0.00002711762,0.0000279735,0.0002207599,0.07616196,0.0001370184,0.001047393,0.8726795,0.000391403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6522441,0.0000884597,0.004274237,0.001080131,0.0002790646,0.0001458185,9.792179e-7,0.00007765926,0.3418096],"genre_scores_gemma":[0.9302269,0.00004930704,0.001422658,0.00094353,0.00004677702,0.000006798862,7.852178e-7,0.0000116902,0.06729162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547355,"threshold_uncertainty_score":0.9965001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764775913338807,"score_gpt":0.2072744411778981,"score_spread":0.1896266820445101,"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."}}