{"id":"W7105730765","doi":"10.34943/1bd0d632-790a-4426-a050-e1fe045f8b28","title":"Conception Bay Oxygen Sensor Deployed 2025-11-04","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":"Bay; Measure (data warehouse); Oxygen; Oxygen sensor; Software deployment; Data quality","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":[0.0006775777,0.001644817,0.0008069494,0.001549559,0.0007786326,0.00106515,0.002475271,0.001212316,0.01183819],"category_scores_gemma":[0.002039849,0.0003782106,0.0005804249,0.003185286,0.0004021682,0.001012454,0.001087109,0.001097355,0.02100215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292925,"about_ca_system_score_gemma":0.003057811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2707151,"about_ca_topic_score_gemma":0.4043531,"domain_scores_codex":[0.9992707,0.00006057265,0.00005584558,0.0001846235,0.0002874587,0.00014073],"domain_scores_gemma":[0.9990336,0.00006645306,0.00005066598,0.0002005827,0.0005260498,0.0001228089],"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":[0.00007328276,0.00002684052,0.001436805,0.0001603826,0.00001855221,0.00003047518,0.00001939781,0.0009034813,0.0002724611,0.0003302444,0.9935463,0.003181744],"study_design_scores_gemma":[0.0001977278,0.00003565114,0.01572593,0.0001793163,0.00002717916,0.0000922396,0.0002049046,0.004065965,0.001336069,0.001163551,0.9769129,0.00005871924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009160506,0.00006689759,0.0001845838,0.0001168353,0.00005689754,0.00002332913,0.9962925,0.0006444493,0.001698351],"genre_scores_gemma":[0.001121385,0.0000258713,0.0002954458,0.00003642135,0.000004694645,0.0000270177,0.9977582,0.00003367801,0.0006973529],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7292849,"threshold_uncertainty_score":0.5382788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008146151995888404,"score_gpt":0.2261719204276126,"score_spread":0.2180257684317242,"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."}}