{"id":"W6907566281","doi":"10.23719/1529748","title":"Autonomous underwater glider observations in southern Lake Ontario and Niagara River plume","year":2023,"lang":"en","type":"dataset","venue":"Environmental Protection Agency (EPA) Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underwater glider; Glider; Underwater; Plume; Hydrology (agriculture); Ecosystem","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":[0.0004746321,0.001309368,0.0008095935,0.001911511,0.00120839,0.001237451,0.002208496,0.001365694,0.02980832],"category_scores_gemma":[0.002527089,0.0007041563,0.0008656028,0.006247316,0.0003929044,0.0007389318,0.001315908,0.0008283755,0.02997715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006175348,"about_ca_system_score_gemma":0.009481933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8748109,"about_ca_topic_score_gemma":0.9337181,"domain_scores_codex":[0.999431,0.0000324873,0.00004290929,0.0001070135,0.0002499615,0.0001367104],"domain_scores_gemma":[0.9982185,0.0001529808,0.0001328982,0.0002604173,0.001025583,0.0002095831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004983878,0.00001507685,0.003018453,0.0002931317,0.00002687386,0.00002800172,0.00005400649,0.0004021882,0.0001125589,0.0002388765,0.9934112,0.002349757],"study_design_scores_gemma":[0.00033112,0.00001672639,0.06706676,0.0004330721,0.00004443948,0.00004398953,0.000325343,0.001799211,0.0005026403,0.0006316254,0.9287371,0.00006801449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003745081,0.00003102127,0.00003012357,0.00004219791,0.000008447255,0.000006710722,0.9986803,0.0001414428,0.0006852408],"genre_scores_gemma":[0.0009138005,0.00004338119,0.0001458831,0.00001810488,0.00000254649,0.00003692111,0.9976928,0.00003414745,0.001112363],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1251891,"threshold_uncertainty_score":0.2518528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440583975780779,"score_gpt":0.2094126784071543,"score_spread":0.1850068386493465,"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."}}