{"id":"W6909445924","doi":"10.34943/3536a868-14fd-464c-9b73-5b4f3383e81a","title":"Strait of Georgia Central Oxygen Sensor Deployed 2022-09-27","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen; Oxygen sensor; Measure (data warehouse); Oxygen minimum zone; 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":[0.000387213,0.001552877,0.0007155505,0.001354761,0.0005640384,0.0007864105,0.001846244,0.001144093,0.007866905],"category_scores_gemma":[0.001149096,0.0002982731,0.0004797584,0.002293387,0.0003036651,0.0007030542,0.0009606667,0.0008269295,0.02195455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284231,"about_ca_system_score_gemma":0.001544189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1257875,"about_ca_topic_score_gemma":0.246914,"domain_scores_codex":[0.9996203,0.0000387182,0.00002803219,0.0001203915,0.0001163977,0.00007607929],"domain_scores_gemma":[0.9995172,0.00003694846,0.00003423688,0.0001156461,0.0002334636,0.00006263844],"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":[0.000080855,0.00002964933,0.002133732,0.0002006531,0.00002206505,0.00005580487,0.00002513924,0.0009469314,0.0003429032,0.0004168106,0.9925713,0.003174265],"study_design_scores_gemma":[0.0001753199,0.00004294718,0.02604753,0.0002154802,0.0000279192,0.0001356272,0.0002280574,0.003928554,0.001199935,0.00129788,0.9666474,0.00005327195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001287838,0.00006912083,0.0001451186,0.0001180582,0.00004459091,0.00001931843,0.9958329,0.0005897855,0.001893377],"genre_scores_gemma":[0.001760884,0.00002908245,0.0002514834,0.00004133636,0.000004933878,0.00002649468,0.9971545,0.00003035258,0.0007008514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8742125,"threshold_uncertainty_score":0.2501107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009546291401987048,"score_gpt":0.1728478785549134,"score_spread":0.1633015871529264,"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."}}