{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001249,0.0005849896,0.0004195365,0.000807197,0.0003315832,0.0006469545,0.0008666203,0.0007679437,0.001119853],"category_scores_gemma":[0.001215474,0.0005540448,0.000269142,0.0004890446,0.0003325979,0.0007229917,0.0007892384,0.0003797821,0.000548375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004592371,"about_ca_system_score_gemma":0.0005763964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288627,"about_ca_topic_score_gemma":0.001495296,"domain_scores_codex":[0.9992311,0.0001260413,0.00006806712,0.0002188378,0.0003063274,0.00004965505],"domain_scores_gemma":[0.9993228,0.0001518583,0.00009062183,0.00005691265,0.0003320336,0.00004584373],"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":[0.000258086,0.00004816136,0.01024993,0.0002264891,0.00002907238,0.0001189598,0.0003237417,0.001369675,0.8679363,0.0007822384,0.0003599493,0.1182975],"study_design_scores_gemma":[0.0001639758,0.002251633,0.04197419,0.00007152116,0.0002757154,0.00116143,0.0004391384,0.09829225,0.8235099,0.0007115698,0.03097536,0.0001733061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2797215,0.001724364,0.7132178,0.0002913064,0.0001659236,0.0004465516,0.000172774,0.001554604,0.002705191],"genre_scores_gemma":[0.6324154,0.0007393279,0.3625369,0.0001793198,0.00005978259,0.0004483968,0.0001980444,0.00005567033,0.003367187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001288627,"threshold_uncertainty_score":0.005295217,"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."}}