{"id":"W6946454182","doi":"10.34943/f9c6683e-c6d3-4ecc-be82-f9012e600472","title":"Livingston Island Oxygen Sensor Deployed 2024-01-15","year":2024,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen; Optode; Measure (data warehouse); Oxygen sensor; Software deployment","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":[0.0004557803,0.001508342,0.0008870778,0.001540535,0.000858784,0.0009369855,0.002656486,0.001131503,0.01331184],"category_scores_gemma":[0.001490434,0.0003547795,0.0004760535,0.002877014,0.0004034816,0.0008546375,0.001071562,0.001147452,0.02101651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404027,"about_ca_system_score_gemma":0.003407574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4109523,"about_ca_topic_score_gemma":0.5949929,"domain_scores_codex":[0.9995047,0.00003813024,0.00002651099,0.0001214655,0.000207837,0.0001013175],"domain_scores_gemma":[0.9991578,0.00005443029,0.00003650999,0.0001543377,0.0004821284,0.0001147204],"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":[0.000064492,0.00003063059,0.001508548,0.0001694201,0.00001738965,0.00004342049,0.0000247656,0.0009471719,0.0002861127,0.0003555799,0.992863,0.003689425],"study_design_scores_gemma":[0.000172693,0.00003086989,0.01574956,0.0001772169,0.00002220093,0.00007893902,0.0002399115,0.005236228,0.001394985,0.001300968,0.9755314,0.00006503659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0013524,0.00006425461,0.0002329729,0.0001383221,0.00005123097,0.00003119019,0.9943545,0.0009380024,0.002837201],"genre_scores_gemma":[0.00158114,0.00002936773,0.0004862023,0.00003286838,0.000005325546,0.0000380692,0.9965295,0.00005318985,0.001244368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4109523,"threshold_uncertainty_score":0.8171206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006299482575566279,"score_gpt":0.2089940895747295,"score_spread":0.2026946069991632,"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."}}