{"id":"W2072197996","doi":"10.1121/1.4919987","title":"Mobility of dinoflagellates measured by high-frequency ultrasound","year":2015,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dinoflagellate; Phytoplankton; Benthic zone; Christian ministry; Oceanography; Photosynthesis; High frequency ultrasound; Sedimentation; Ultrasound; Environmental science; Red tide; Biology; Physics; Ecology; Geology; Botany; Acoustics; Nutrient","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":[0.0001461697,0.0001849712,0.0001413926,0.0003933836,0.0002207275,0.0002067416,0.0001181836,0.000255481,0.0004253807],"category_scores_gemma":[0.0002541506,0.0001080248,0.0001279367,0.0001753803,0.0001818247,0.0003348958,0.0003043956,0.0001945104,0.00009707013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045994,"about_ca_system_score_gemma":0.000148739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375275,"about_ca_topic_score_gemma":0.001679552,"domain_scores_codex":[0.9999074,0.00001660183,0.000006674466,0.00002430354,0.0000254159,0.00001962328],"domain_scores_gemma":[0.99988,0.00002003493,0.00003644134,0.000005241864,0.00003812877,0.0000201594],"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":[0.00005184786,0.000005484789,0.007057071,0.00002093415,0.000005649857,0.00003117466,0.000127255,0.00007153053,0.9904587,0.00003728497,0.00001765059,0.002115351],"study_design_scores_gemma":[0.0000231232,0.00104194,0.2866889,0.00003205689,0.00009923855,0.0008491484,0.001913955,0.007790322,0.6993061,0.0002353835,0.001949939,0.00006996795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969887,0.0004282481,0.00208851,0.00002803743,0.000005725908,0.000004358352,0.00005022658,0.000010285,0.0003959821],"genre_scores_gemma":[0.9968353,0.0003123652,0.002241142,0.00001870533,0.000005215421,0.000009962167,0.00007813444,0.00000307584,0.0004961298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002375275,"threshold_uncertainty_score":0.004722834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507742610239641,"score_gpt":0.2511085278857601,"score_spread":0.2260311017833637,"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."}}