{"id":"W4406437732","doi":"10.1016/0967-0653(96)80882-9","title":"10.1016/0967-0653(96)80882-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atoll; Oceanography; Geology","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":[0.0001080332,0.0001093618,0.0001216837,0.00002953844,0.0001212512,0.0000442455,0.0002005629,0.00003878712,0.9998702],"category_scores_gemma":[0.000008770722,0.0000946236,0.00006655962,0.000234906,0.0000266042,0.00009429079,0.000007377608,0.00006774934,0.9982771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002749006,"about_ca_system_score_gemma":0.00001051983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005230517,"about_ca_topic_score_gemma":0.0000126766,"domain_scores_codex":[0.9991984,0.00002100725,0.0001358677,0.000208316,0.0001727657,0.0002636902],"domain_scores_gemma":[0.9995883,0.00002349591,0.00001885415,0.0001742356,0.00001367306,0.0001815095],"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":[0.00004150367,0.00001548446,0.00004776622,0.00000452339,0.00002280618,0.00000741149,0.00001016305,0.001082996,0.00001335631,3.536368e-8,0.1155269,0.8832271],"study_design_scores_gemma":[0.00008346279,0.00006527391,0.0007004521,0.000004675477,0.00002213702,0.000006829383,0.000003256539,0.0009568526,0.000241336,0.00001202826,0.997761,0.0001427252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009333836,0.00006738587,1.305532e-7,0.0002654207,0.000001046742,0.0000506884,0.00007187227,0.00004800875,0.9901616],"genre_scores_gemma":[0.006827647,3.671245e-7,0.00006154257,0.00006392545,0.00009847543,9.177385e-7,0.0003047798,0.000002160328,0.9926402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8830843,"threshold_uncertainty_score":0.3858638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004535149978203193,"score_gpt":0.1449535263331772,"score_spread":0.140418376354974,"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."}}