{"id":"W4406452885","doi":"10.1016/s0967-0653(98)81963-7","title":"10.1016/s0967-0653(98)81963-7","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":"Boundary (topology); Geography; Geology; Mathematics; Mathematical analysis","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":[0.000065841,0.0001160515,0.0001632724,0.00001691601,0.0001406094,0.00002882106,0.0001784068,0.00003989566,0.9998074],"category_scores_gemma":[0.00002458529,0.00007832986,0.00005652337,0.000180812,0.00005970558,0.00005873361,0.00001429321,0.00008252062,0.9999177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001290541,"about_ca_system_score_gemma":0.000004998131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005633385,"about_ca_topic_score_gemma":0.00001184359,"domain_scores_codex":[0.9991866,0.00002995996,0.0001102919,0.000211534,0.0001570633,0.0003045042],"domain_scores_gemma":[0.9996136,0.00008066894,0.00001356691,0.0001147391,0.00001784406,0.0001596136],"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":[0.00004250855,0.00001696486,0.000007004075,0.000001843314,0.000009036227,0.000005293995,0.000007585768,0.0003099552,1.285414e-7,4.111175e-7,0.07645179,0.9231475],"study_design_scores_gemma":[0.00008376801,0.0002433291,0.01017494,0.00000345156,0.000007025837,0.000001664826,9.987943e-7,0.0002145892,0.000003845147,0.0001586476,0.9889722,0.0001354988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003025618,0.0001346041,9.379692e-8,0.0006504086,0.000001885968,0.00008709165,0.00002608679,0.0000767169,0.9959975],"genre_scores_gemma":[0.00203924,7.644749e-7,0.00005070166,0.000121938,0.0001533524,0.000001539471,0.00002709534,0.000001653032,0.9976037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.923012,"threshold_uncertainty_score":0.3194199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007937180135356183,"score_gpt":0.152080278325295,"score_spread":0.1441430981899388,"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."}}