{"id":"W6965049086","doi":"10.34943/5d6b1a8e-a190-4327-bc7e-89acfd81a9e4","title":"Douglas Channel Water Quality Monitor Deployed 2016-03-25","year":2016,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Water quality; Channel (broadcasting); Water channel; Software deployment; Quality assurance; Measure (data warehouse)","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":[0.0006101499,0.0009700352,0.0005876205,0.001849403,0.0006849193,0.001013111,0.001468285,0.0006564726,0.009185888],"category_scores_gemma":[0.002569174,0.0002688102,0.0003748278,0.003970176,0.0002867362,0.0006835102,0.000973125,0.0007678428,0.01212825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585215,"about_ca_system_score_gemma":0.003945247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.325764,"about_ca_topic_score_gemma":0.5053717,"domain_scores_codex":[0.9994047,0.00004681846,0.00004936284,0.0001515802,0.0002329054,0.0001147274],"domain_scores_gemma":[0.9983607,0.00009175776,0.0001034212,0.0002824398,0.0009874601,0.0001742363],"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":[0.00009140274,0.00003429332,0.007045522,0.0001571114,0.00002154256,0.00003698048,0.00004467001,0.001028044,0.0002268241,0.0004612713,0.9866919,0.004160366],"study_design_scores_gemma":[0.0001455707,0.00002710899,0.03850745,0.0002026836,0.0000203073,0.0000589093,0.0003488905,0.002882621,0.001081368,0.0008144834,0.955857,0.00005351026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001699788,0.00003763312,0.0001124127,0.00007834847,0.00002840277,0.00002133838,0.9962314,0.0003810123,0.001409555],"genre_scores_gemma":[0.002458456,0.00003015717,0.0002808617,0.00002474287,0.000004841423,0.00003975784,0.996043,0.00003924825,0.001078995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6742359,"threshold_uncertainty_score":0.6477357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340172475969027,"score_gpt":0.2426720039888698,"score_spread":0.2292702792291795,"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."}}