{"id":"W6908994479","doi":"10.34943/350827f0-a451-437b-9b20-cfcd8bd06608","title":"Burrard Inlet pH Sensor Deployed 2022-10-04","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inlet; Fjord; Measure (data warehouse); Water quality; Seawater; 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":[0.0005939507,0.00166153,0.0009449837,0.001357918,0.0008100746,0.001140851,0.002715197,0.001277718,0.01500226],"category_scores_gemma":[0.001845987,0.0004182949,0.0004949683,0.003007299,0.0003673357,0.0008479268,0.00106304,0.001208214,0.02447484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118843,"about_ca_system_score_gemma":0.003074709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3129661,"about_ca_topic_score_gemma":0.4892962,"domain_scores_codex":[0.999379,0.00005833752,0.00004047386,0.0001766083,0.0002301872,0.0001153102],"domain_scores_gemma":[0.9990112,0.00007115702,0.00004642697,0.0002194378,0.000520027,0.0001317103],"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":[0.00007258404,0.00003079146,0.001606716,0.0001723492,0.00001725866,0.00003692643,0.00002571742,0.0008839031,0.0002757176,0.0003090182,0.9937542,0.002814789],"study_design_scores_gemma":[0.000223124,0.00003564847,0.01827787,0.0002224753,0.00002548928,0.00009150977,0.0002343606,0.005172825,0.001479179,0.001114347,0.9730582,0.00006504776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009252597,0.00005366891,0.0002007391,0.0001087822,0.00004380893,0.00002693053,0.9956232,0.000913517,0.002104183],"genre_scores_gemma":[0.001447625,0.00002510109,0.0004342346,0.00003407594,0.000004306939,0.00003622494,0.9970505,0.00005429825,0.00091366],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6870339,"threshold_uncertainty_score":0.6222889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008388419422166907,"score_gpt":0.2107393336446295,"score_spread":0.2023509142224626,"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."}}