{"id":"W4406488863","doi":"10.1016/s0967-0653(97)80666-7","title":"10.1016/s0967-0653(97)80666-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Echo sounding; Current (fluid); Beam (structure); Geology; Environmental science; Remote sensing; Physics; Optics; Oceanography","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":[0.001153013,0.002768292,0.002163742,0.002725415,0.002733098,0.00495023,0.003483651,0.005722772,0.9880722],"category_scores_gemma":[0.001650365,0.001071118,0.001601556,0.002868188,0.002277076,0.005844397,0.003260382,0.002910737,0.9935728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225514,"about_ca_system_score_gemma":0.001169685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843714,"about_ca_topic_score_gemma":0.002923722,"domain_scores_codex":[0.9992999,0.00004128965,0.00006054023,0.0002595791,0.0001873548,0.0001513365],"domain_scores_gemma":[0.9975868,0.0005316726,0.000181086,0.0002967796,0.0006741633,0.0007294579],"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":[0.0003671357,0.000166991,0.0007345483,0.0006376288,0.00004311313,0.0002345947,0.0001117588,0.0003926927,0.002315883,0.006417096,0.4031334,0.5854452],"study_design_scores_gemma":[0.00004135554,0.00009123734,0.0004990156,0.0002621512,0.00001262067,0.0002849293,0.00009796707,0.0001460017,0.0002926424,0.000554145,0.9976963,0.00002158348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003911788,0.0004399375,0.0005721452,0.0003972353,0.0003842369,0.00009518362,0.0006912546,0.00082746,0.9962012],"genre_scores_gemma":[0.000472972,0.0002037497,0.0002394251,0.000176019,0.00006670671,0.00004354333,0.0003193636,0.0001488231,0.9983295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01192784,"threshold_uncertainty_score":0.01701355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005289402926987903,"score_gpt":0.1785690834022061,"score_spread":0.1732796804752182,"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."}}