{"id":"W2956912673","doi":"10.18280/ts.360112","title":"Design and Application of Ultrasonic Measurement Systems for Akashiwo Sanguinea","year":2019,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Engineering Applied Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasonic sensor; Heterosigma akashiwo; Computer science; Environmental science; Acoustics; Remote sensing; Geology; Biology; Ecology; Physics; Algal bloom","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":[],"consensus_categories":[],"category_scores_codex":[0.0007119751,0.0001265253,0.0001758243,0.00008035794,0.00001986805,0.0000202181,0.0001130243,0.00005112403,0.00001915295],"category_scores_gemma":[0.000007103337,0.0001246305,0.00002988933,0.00009172593,0.0000151495,0.00004063603,0.00000865337,0.00007402708,0.00001381459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009741489,"about_ca_system_score_gemma":0.00001500175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006853137,"about_ca_topic_score_gemma":4.806679e-7,"domain_scores_codex":[0.9990228,0.00001592138,0.000233936,0.000156964,0.000344744,0.0002256211],"domain_scores_gemma":[0.9995781,0.0001039546,0.00002801589,0.0001511293,0.00007985143,0.00005899292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002284668,0.00002427107,0.0001300148,0.0007066127,0.0000774661,1.4806e-7,0.0001106514,0.5788406,0.4156361,0.000990011,0.0004560302,0.003005257],"study_design_scores_gemma":[0.0008709844,0.0001428003,0.0006502494,0.00006281449,0.00002219615,0.000002081663,0.00005283494,0.9361913,0.05958389,0.00002931199,0.002220698,0.0001708048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05479383,0.00118734,0.9418033,0.00001157812,0.0000853416,0.001756203,0.00001058324,0.0001363586,0.0002154935],"genre_scores_gemma":[0.9961033,0.00003852725,0.003304754,0.000002837252,0.00005905363,0.0004319329,0.000008721505,0.00003614077,0.00001467901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9413095,"threshold_uncertainty_score":0.5082285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088396698329159,"score_gpt":0.2241299160565035,"score_spread":0.2032459490732119,"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."}}