{"id":"W6946738857","doi":"10.34943/3bebe4ce-b472-40be-943c-371ad338d8cf","title":"Cambridge Bay Oxygen Sensor Deployed 2023-08-01","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Oxygen; Oxygen sensor; Measure (data warehouse); Software deployment; Oxygen minimum zone","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":[0.0005407556,0.001567185,0.0008349546,0.001585353,0.0007803791,0.001076016,0.002428363,0.001241455,0.01590855],"category_scores_gemma":[0.002127424,0.0003644884,0.0005045626,0.003680202,0.0003978792,0.0008658482,0.001036039,0.001146698,0.02765841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610061,"about_ca_system_score_gemma":0.003555395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3644548,"about_ca_topic_score_gemma":0.5116608,"domain_scores_codex":[0.9993125,0.00004825193,0.00005097231,0.0001791117,0.0002699198,0.000139211],"domain_scores_gemma":[0.9987854,0.00008037727,0.00005376944,0.0002272714,0.000702424,0.0001505719],"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":[0.00006107945,0.00001996372,0.001261794,0.0001296787,0.00001227412,0.0000304773,0.0000165231,0.0005376255,0.0002316753,0.0002730041,0.9952113,0.002214651],"study_design_scores_gemma":[0.0001797882,0.00002459961,0.01520499,0.000159165,0.00001993111,0.00007888003,0.0001721703,0.002963447,0.001243407,0.0009409025,0.9789594,0.00005334715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006063462,0.00004254321,0.000103613,0.00008662508,0.0000354349,0.00001929239,0.9972826,0.0004362357,0.001387249],"genre_scores_gemma":[0.0009242926,0.00002146558,0.000219947,0.00003251928,0.000004237749,0.00002827297,0.9980668,0.00003447217,0.0006679782],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6355452,"threshold_uncertainty_score":0.7246669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091773188869749,"score_gpt":0.2193106773062479,"score_spread":0.2083929454175504,"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."}}