{"id":"W6965338142","doi":"10.34943/df16f212-c5cd-4926-950d-1a19b8e7497b","title":"Barkley Upper Slope Acoustic Doppler Current Profiler 400 kHz Deployed 2021-03-26","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Current (fluid); Doppler effect; Acoustic Doppler velocimetry; Software deployment; Buoy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007555719,0.001562764,0.0009363689,0.002033675,0.0008086971,0.001468025,0.002324773,0.001370611,0.03049944],"category_scores_gemma":[0.003153426,0.0004264481,0.0005288581,0.003715383,0.000333452,0.001147317,0.001315638,0.001231768,0.06606566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600242,"about_ca_system_score_gemma":0.002502304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1044917,"about_ca_topic_score_gemma":0.2086229,"domain_scores_codex":[0.999258,0.00008539739,0.0000589394,0.0002031243,0.0002638882,0.0001306497],"domain_scores_gemma":[0.9985868,0.0001740492,0.00008927061,0.0003064576,0.0007067131,0.0001367418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004181006,0.00001818402,0.001243174,0.0001990191,0.0000133359,0.00003037436,0.00002601704,0.0004857045,0.0001759445,0.0004522449,0.9945305,0.002783768],"study_design_scores_gemma":[0.00009908938,0.00001423467,0.005756685,0.0001720441,0.00001257738,0.00004060613,0.0001504764,0.001225671,0.000533186,0.001171315,0.9907939,0.0000302054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002331398,0.00003061744,0.0001250285,0.00005403595,0.00001983927,0.000009807036,0.9979481,0.0004289598,0.001150467],"genre_scores_gemma":[0.0005237724,0.00002326858,0.0003750136,0.00002327499,0.000003676209,0.00003022205,0.9982541,0.00005505705,0.0007115873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1044917,"threshold_uncertainty_score":0.207767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005784874447977495,"score_gpt":0.1977311833020688,"score_spread":0.1919463088540913,"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."}}