{"id":"W7106815952","doi":"10.34943/7002cd08-e29d-490a-ac34-af95b5ec1e5c","title":"Livingston Island Turbidity Meter Deployed 2024-01-15","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":"Turbidity; Metre; Turbidite; Fluorometer; Turbidity current; Current meter","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":[0.0007530097,0.0016267,0.0009228776,0.002179593,0.001051586,0.001461584,0.002789345,0.001213098,0.01817731],"category_scores_gemma":[0.002728826,0.0004222878,0.00060556,0.004019239,0.0004940338,0.0009789006,0.001339162,0.001328053,0.03202342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288514,"about_ca_system_score_gemma":0.005072482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4816812,"about_ca_topic_score_gemma":0.6421052,"domain_scores_codex":[0.9991823,0.00007637258,0.00005002068,0.0002014868,0.0003293883,0.0001604926],"domain_scores_gemma":[0.9983703,0.0001260095,0.00007050519,0.0003029065,0.0009435811,0.0001867248],"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":[0.0000372521,0.00001873119,0.00124218,0.0001196061,0.00001222971,0.00002853304,0.00002719232,0.0005216073,0.0001287057,0.0004222806,0.9947526,0.00268907],"study_design_scores_gemma":[0.0000956769,0.00001525332,0.009468948,0.0001623154,0.00001327853,0.00004443809,0.0002197032,0.002446315,0.0006398861,0.001076926,0.9857706,0.00004670085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005461277,0.00003890369,0.0001594452,0.00009550662,0.00003301606,0.00002167386,0.9966215,0.0006108674,0.001873062],"genre_scores_gemma":[0.0008879557,0.00002206396,0.000439909,0.00002786926,0.000004337038,0.00003742244,0.9975057,0.00005752866,0.001017345],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4816812,"threshold_uncertainty_score":0.957755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006388680325592644,"score_gpt":0.2143321597953753,"score_spread":0.2079434794697827,"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."}}