{"id":"W4406513856","doi":"10.1016/s0967-0653(97)86598-2","title":"10.1016/s0967-0653(97)86598-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data assimilation; Assimilation (phonology); Climatology; Environmental science; Oceanography; Meteorology; Geology; Geography; Philosophy; Linguistics","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":[0.0001587818,0.0001523274,0.0001604059,0.00008716313,0.00003539249,0.00004025339,0.0001711675,0.00007533649,0.99466],"category_scores_gemma":[0.00003340795,0.0001596591,0.00005671325,0.0002320759,0.000008483676,0.00009012825,0.00001323844,0.0001311681,0.9979278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003576733,"about_ca_system_score_gemma":0.000005423729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003416626,"about_ca_topic_score_gemma":3.599585e-8,"domain_scores_codex":[0.9992562,0.00002542482,0.000174517,0.0001413801,0.0001432181,0.0002592643],"domain_scores_gemma":[0.99946,0.00006770898,0.00000642325,0.0002922815,0.00002164682,0.000151921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006455532,0.000003818717,1.848501e-8,0.000008967615,0.000009702983,0.000001641983,0.000008977697,0.5665039,0.00001398323,4.007562e-7,0.01402702,0.4194151],"study_design_scores_gemma":[0.0001624015,0.00002156692,0.000003622116,0.0000109662,0.000005290774,0.000002227613,2.592592e-7,0.190246,0.000186653,0.000003967327,0.8091941,0.0001628413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004949574,0.0001208995,0.0004695987,0.00003115134,0.000004753448,0.0001027074,0.000006330938,0.0007680916,0.9980015],"genre_scores_gemma":[0.0001227727,6.737325e-7,0.004629422,0.00000575086,0.0001550853,0.0000154811,0.00001023921,0.00005148304,0.9950091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7951671,"threshold_uncertainty_score":0.6510708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009678132464122765,"score_gpt":0.2002334441667265,"score_spread":0.1905553117026037,"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."}}