{"id":"W6965429812","doi":"10.34943/072a3f26-7ed3-4808-a500-223a34b5c634","title":"Strait of Georgia Central Turbidity Meter Deployed 2020-03-05","year":2020,"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; Metre; Current meter; Turbidity current; Calibration; Software deployment; Turbidite","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":[0.0005658096,0.001697079,0.0007662745,0.002142162,0.0007359266,0.001203556,0.001992691,0.001109455,0.01066623],"category_scores_gemma":[0.002411947,0.0003758773,0.0005391028,0.003952832,0.0003896744,0.0009862154,0.001243709,0.001000117,0.02586092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259877,"about_ca_system_score_gemma":0.002863539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2910961,"about_ca_topic_score_gemma":0.421808,"domain_scores_codex":[0.9993761,0.00006675225,0.00004511298,0.000174815,0.000203877,0.000133351],"domain_scores_gemma":[0.9990094,0.00007671512,0.00006336525,0.0002089338,0.0005284189,0.0001131529],"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":[0.00005233316,0.00001498485,0.001659473,0.0001407154,0.00001554794,0.00003614927,0.00002363184,0.0006562168,0.0001478804,0.00045442,0.9941239,0.002674798],"study_design_scores_gemma":[0.00009863717,0.00002128072,0.01608589,0.0002091812,0.00002062437,0.00009128104,0.0002214843,0.003001809,0.0006782528,0.00121122,0.9783115,0.0000489008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007632164,0.00006728828,0.0001137079,0.0001145698,0.00004105475,0.00001360328,0.9967657,0.0005795302,0.001541305],"genre_scores_gemma":[0.001418529,0.00003753867,0.000267121,0.00004080104,0.000004797875,0.00002224169,0.9975017,0.00004761611,0.0006597381],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2910961,"threshold_uncertainty_score":0.5788034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009215599449245044,"score_gpt":0.2062841036822463,"score_spread":0.1970685042330012,"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."}}