{"id":"W4406446707","doi":"10.1016/s0967-0653(98)82706-3","title":"10.1016/s0967-0653(98)82706-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Estuary; Calibration; Environmental science; Control (management); Mathematics; Geology; Statistics; Computer science; Oceanography; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001029873,0.002814401,0.001784902,0.002785782,0.002477549,0.004017967,0.003334754,0.005714368,0.9857748],"category_scores_gemma":[0.001430971,0.000945879,0.001482192,0.002438735,0.002037469,0.005314173,0.002829618,0.002874666,0.9917436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098989,"about_ca_system_score_gemma":0.00104393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564239,"about_ca_topic_score_gemma":0.002828442,"domain_scores_codex":[0.9993399,0.00004023356,0.00005228458,0.0002573253,0.0001674272,0.0001428553],"domain_scores_gemma":[0.997847,0.0004866334,0.0001451787,0.0002371298,0.0006228138,0.0006613205],"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":[0.0004402376,0.00021603,0.0009179068,0.000727443,0.00005069818,0.0003275688,0.0001459355,0.0005049053,0.003118437,0.006526176,0.3919556,0.5950689],"study_design_scores_gemma":[0.00004781457,0.0001313256,0.0004990707,0.0003041104,0.00001592929,0.0003927705,0.0001183797,0.0002203219,0.0004085429,0.0005634701,0.9972753,0.00002295069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004824811,0.0004459407,0.0008886526,0.0003460126,0.0003613953,0.0001089963,0.0006359092,0.0008420493,0.9958885],"genre_scores_gemma":[0.0006229513,0.0002049578,0.0003545161,0.0001804597,0.00006736133,0.00005030213,0.0003073279,0.0001396894,0.9980724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01422524,"threshold_uncertainty_score":0.02029049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0078403401283978,"score_gpt":0.1635579237340122,"score_spread":0.1557175836056144,"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."}}