{"id":"W4406446807","doi":"10.1016/s0967-0653(98)82716-6","title":"10.1016/s0967-0653(98)82716-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Circulation (fluid dynamics); Inverse; Climatology; Geology; Mathematics; Mechanics; Physics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00006581612,0.0001161555,0.0001634604,0.00001692382,0.0001410349,0.00002910477,0.0001787881,0.00003995341,0.9998153],"category_scores_gemma":[0.00002463502,0.00007841827,0.00005657333,0.0001808248,0.00006016752,0.00006088882,0.00001438522,0.00008245615,0.999916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001318055,"about_ca_system_score_gemma":0.000004954753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810115,"about_ca_topic_score_gemma":0.00001206893,"domain_scores_codex":[0.9991863,0.00002986545,0.0001102636,0.0002117911,0.0001572081,0.000304615],"domain_scores_gemma":[0.9996133,0.00008061904,0.00001355942,0.0001149702,0.00001788282,0.0001596048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004201438,0.00001693968,0.000006935411,0.00000181758,0.000009038818,0.000005303775,0.000007486301,0.0003012746,1.296752e-7,4.216293e-7,0.075123,0.9244856],"study_design_scores_gemma":[0.00008314034,0.0002519295,0.009996036,0.000003437456,0.000006951793,0.000001672632,0.000001021252,0.0002176969,0.000003849604,0.0001600934,0.9891385,0.0001357088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003023752,0.0001360903,1.006536e-7,0.0006681872,0.000001894402,0.00008714607,0.00002630181,0.00007762394,0.9959789],"genre_scores_gemma":[0.002099394,7.52314e-7,0.00004999687,0.0001240118,0.0001534746,0.00000153595,0.00002765525,0.000001650116,0.9975415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9243499,"threshold_uncertainty_score":0.3197804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007960632597555363,"score_gpt":0.1522708996295753,"score_spread":0.1443102670320199,"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."}}