{"id":"W4406516372","doi":"10.1016/s0967-0653(97)83944-0","title":"10.1016/s0967-0653(97)83944-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grease; Petroleum; Distribution (mathematics); Environmental science; Petroleum engineering; Geology; Chemistry; Mathematics; Paleontology; Organic chemistry","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":[0.00006677358,0.0001193595,0.0001612403,0.00001723403,0.0001457031,0.00002970737,0.0001823926,0.00004065313,0.999753],"category_scores_gemma":[0.00002607273,0.00008051172,0.00005809242,0.0001832788,0.00006165909,0.00006261871,0.0000147102,0.00008417478,0.9999617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001278506,"about_ca_system_score_gemma":0.000005107292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004645842,"about_ca_topic_score_gemma":0.00001050228,"domain_scores_codex":[0.9991681,0.00003058901,0.0001129823,0.0002166038,0.0001601316,0.0003115689],"domain_scores_gemma":[0.9996024,0.00008513004,0.00001392484,0.0001166047,0.00001851206,0.0001634642],"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":[0.00004393531,0.00001698823,0.000009530023,0.000001786839,0.000008471247,0.000005200986,0.00000728092,0.0003370187,8.392788e-8,3.938718e-7,0.01258255,0.9869868],"study_design_scores_gemma":[0.00009082961,0.000255849,0.004677,0.000003481594,0.00000699232,0.000001780187,0.000001056461,0.0002487456,0.000004146026,0.0001616517,0.9944087,0.0001398235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001868575,0.0001601268,1.197947e-7,0.0006505338,0.000001835901,0.00008983332,0.00002696746,0.00007873126,0.9971233],"genre_scores_gemma":[0.001252871,8.091264e-7,0.00005267027,0.0001274263,0.0001494372,0.000001617447,0.00002834505,0.000001682465,0.9983851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9868469,"threshold_uncertainty_score":0.3283173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905522132179172,"score_gpt":0.1514285886847807,"score_spread":0.142373367362989,"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."}}