{"id":"W3006253835","doi":"10.1029/2020gl087100","title":"Experimental Estimates of Optical Backscattering Associated With Submicron Particles in Clear Oceanic Waters","year":2020,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Aeronautics and Space Administration; National Science Foundation","keywords":"Scattering; Backscatter (email); Coherent backscattering; Range (aeronautics); Materials science; Particle (ecology); Trophic level; Mineralogy; Analytical Chemistry (journal); Optics; Oceanography; Physics; Chemistry; Geology; Environmental chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003546456,0.0002939019,0.0001399013,0.0002498799,0.0002789036,0.0001934124,0.0001000425,0.0001495474,0.0006175849],"category_scores_gemma":[0.0005980138,0.0001550261,0.0001172098,0.000153457,0.0003298054,0.0002175175,0.0002213613,0.0002297337,0.0001045396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870648,"about_ca_system_score_gemma":0.0002239124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006301142,"about_ca_topic_score_gemma":0.007694395,"domain_scores_codex":[0.9998399,0.00002618141,0.00001021849,0.00003376573,0.0000646461,0.00002528922],"domain_scores_gemma":[0.9995556,0.000194598,0.00006901746,0.00002667168,0.0001194312,0.0000347073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002814242,0.00003595163,0.03801988,0.00005531207,0.00002128981,0.00002311303,0.0001824528,0.0004203791,0.9564949,0.00006865642,0.00003567138,0.004360952],"study_design_scores_gemma":[0.00002018601,0.0008202655,0.3755018,0.00001353927,0.00003782178,0.00008879853,0.0003878372,0.002877366,0.6194115,0.000100029,0.0007241855,0.00001681895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990435,0.00005133897,0.0005674442,0.000003252524,0.000001191974,0.000004443431,0.00005084524,0.000004168568,0.00027363],"genre_scores_gemma":[0.9974779,0.000111172,0.001889308,0.00001510872,0.000001955675,0.00002026008,0.0002106829,0.000004612994,0.0002689904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006301142,"threshold_uncertainty_score":0.0125289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482780184431293,"score_gpt":0.2615567363664765,"score_spread":0.2267289345221635,"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."}}