{"id":"W7115016432","doi":"10.34943/7419d06f-3384-41c3-af6d-db7b8d8418d7","title":"Campbell River - Quathiaski Cove Ferry Route Conductivity Temperature Depth 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; Turbidity; Conductivity; Software deployment; Pressure sensor; Temperature measurement","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":[0.0008269275,0.001360528,0.0007682739,0.002217156,0.001180336,0.001590668,0.002114101,0.001149479,0.0203505],"category_scores_gemma":[0.00398134,0.0003924709,0.0004562015,0.004603507,0.0004713051,0.000960207,0.001248322,0.001106037,0.0272259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004598393,"about_ca_system_score_gemma":0.007262984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6504654,"about_ca_topic_score_gemma":0.7633647,"domain_scores_codex":[0.9990387,0.0000926241,0.00005828396,0.0002041738,0.0003893199,0.0002169543],"domain_scores_gemma":[0.9979796,0.0001587215,0.0000989105,0.0003262688,0.001193484,0.0002431524],"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":[0.00003876243,0.00001132403,0.001349589,0.0001223871,0.00001061057,0.00002445483,0.00002874059,0.0004507091,0.00009442282,0.0004941142,0.9950827,0.002292251],"study_design_scores_gemma":[0.00007784913,0.00001243294,0.01033317,0.0002090635,0.00001181849,0.00003581311,0.0002716473,0.00165387,0.0004635637,0.0008157889,0.9860801,0.00003485901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004665316,0.0000440066,0.0001408077,0.00009426257,0.00003266553,0.00001885537,0.9965413,0.0004307179,0.002230845],"genre_scores_gemma":[0.001154128,0.0000347471,0.0004026145,0.00003406941,0.000004719419,0.00003724529,0.9968404,0.00005659305,0.001435545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3495346,"threshold_uncertainty_score":0.7031861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009123524237493477,"score_gpt":0.2283214504157861,"score_spread":0.2191979261782926,"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."}}