{"id":"W6946195688","doi":"10.34943/33777fdc-2a93-410a-9a3c-d1bd84ea2606","title":"Strait of Georgia Central Oxygen Sensor Deployed 2025-03-20","year":2025,"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; 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":[0.0004279677,0.001479903,0.0006850319,0.001477455,0.0006349834,0.0008008693,0.002020868,0.001155596,0.008950588],"category_scores_gemma":[0.001503448,0.0003028527,0.0005114244,0.002699094,0.0003389253,0.0007180592,0.0009362485,0.0008118814,0.01765451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194508,"about_ca_system_score_gemma":0.002656604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.273306,"about_ca_topic_score_gemma":0.4426229,"domain_scores_codex":[0.9995576,0.00004041517,0.0000329028,0.0001263242,0.0001517163,0.00009116118],"domain_scores_gemma":[0.999365,0.00004427681,0.00003916735,0.0001354612,0.0003409895,0.00007513224],"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":[0.00006351885,0.00002039711,0.001607408,0.0001829644,0.00002014695,0.00004139448,0.00001950557,0.0008776037,0.0002654273,0.000407402,0.9934965,0.002997624],"study_design_scores_gemma":[0.0001474182,0.00003091554,0.02011463,0.0002362003,0.00002857178,0.000109251,0.0001942837,0.004120325,0.001057624,0.001270384,0.9726361,0.00005428387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000927542,0.00007212151,0.0001476399,0.0001118359,0.00004599605,0.00001851552,0.9965107,0.0005696117,0.00159604],"genre_scores_gemma":[0.001760791,0.00003321675,0.0003060927,0.00004544852,0.000004871966,0.00002369373,0.9971601,0.00003055035,0.0006353064],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.273306,"threshold_uncertainty_score":0.5434304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006503805882651677,"score_gpt":0.212432062731364,"score_spread":0.2059282568487123,"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."}}