{"id":"W7106013229","doi":"10.34943/f425d008-faa4-4708-b6e2-99d4f903b207","title":"Campbell River - Quathiaski Cove Ferry Route Oxygen Sensor Deployed 2025-11-13","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":"Cove; Software deployment; Hydrology (agriculture); Measure (data warehouse); Water quality; Pacific ocean","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":[0.0006731934,0.001308281,0.0007553998,0.00170499,0.0009660743,0.001137012,0.002173344,0.001258167,0.01455683],"category_scores_gemma":[0.002158975,0.0003302843,0.0004371946,0.003172285,0.0004096335,0.0009125846,0.001028527,0.0009872081,0.01918482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034671,"about_ca_system_score_gemma":0.003951625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4618204,"about_ca_topic_score_gemma":0.6423213,"domain_scores_codex":[0.9993017,0.00006299114,0.00004214965,0.0001688205,0.0002633416,0.0001609826],"domain_scores_gemma":[0.9988846,0.00008115221,0.00005674432,0.000186044,0.000652862,0.000138477],"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":[0.00004545995,0.00001825504,0.001414304,0.0001495361,0.00001262312,0.00002936356,0.00002406198,0.0005638039,0.0001767363,0.000371979,0.9946438,0.002550116],"study_design_scores_gemma":[0.00009566425,0.0000199458,0.01478787,0.0002190372,0.00001700729,0.00006095567,0.0002522863,0.002807495,0.0007871191,0.0008468771,0.9800642,0.00004160849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007741619,0.00006793913,0.0001688105,0.0001182303,0.0000435781,0.00002239607,0.9960109,0.0004339927,0.002359907],"genre_scores_gemma":[0.001394808,0.00003520703,0.0003922248,0.00003862637,0.000005248852,0.00003092801,0.996858,0.00003761188,0.001207298],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5381796,"threshold_uncertainty_score":0.9182646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066775044725711,"score_gpt":0.2193691737012279,"score_spread":0.2113023986565021,"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."}}