{"id":"W7124463248","doi":"10.34943/eb0924b9-ff2d-4864-a256-c9b3e424ac8f","title":"Tsawwassen - Duke Point Ferry Route Oxygen Sensor Deployed 2025-10-15","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":"Measure (data warehouse); Terminal (telecommunication); Optode; Point (geometry); Oxygen sensor; Oxygen; 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":[0.0005958788,0.001602286,0.0008845166,0.002053241,0.001119972,0.001423152,0.002535785,0.001273738,0.01884259],"category_scores_gemma":[0.002485403,0.0004036477,0.0005631563,0.004325224,0.0004813872,0.00105389,0.001139014,0.001197164,0.02799922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004056803,"about_ca_system_score_gemma":0.005953538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6132877,"about_ca_topic_score_gemma":0.7703428,"domain_scores_codex":[0.9992976,0.00005446584,0.00003861577,0.0001634852,0.0002820499,0.0001637072],"domain_scores_gemma":[0.9986365,0.00009823872,0.00006543735,0.0002352574,0.0007997289,0.0001647629],"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":[0.00003850249,0.00001341185,0.0009556033,0.0001389642,0.00001286606,0.00002585238,0.00002075875,0.0005647148,0.0001291718,0.0003766259,0.9955788,0.002144621],"study_design_scores_gemma":[0.00008100572,0.00001259307,0.008719471,0.0001874387,0.00001590578,0.00004650726,0.0002032105,0.002161067,0.000681386,0.001018989,0.9868318,0.00004071911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004369417,0.00005402301,0.0001478562,0.00009291114,0.00003392976,0.00001459383,0.9967465,0.0005262246,0.001947071],"genre_scores_gemma":[0.001036957,0.00003537512,0.0003624267,0.00002930481,0.000004068862,0.00002256919,0.9973584,0.00005157722,0.00109932],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3867123,"threshold_uncertainty_score":0.7779795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814247345343233,"score_gpt":0.2235428236804131,"score_spread":0.2154003502269808,"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."}}