{"id":"W7106788540","doi":"10.34943/bc86e783-c0c0-4c8e-9f3c-893ab85f220d","title":"Livingston Island Turbidity Meter Deployed 2024-02-23","year":2024,"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":[0.000741666,0.001681771,0.0009723313,0.002158347,0.001105947,0.001509728,0.002944946,0.00128301,0.01855974],"category_scores_gemma":[0.002833079,0.0004666258,0.0006244241,0.004053928,0.0005235077,0.001006565,0.001431065,0.001391151,0.03510167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003274531,"about_ca_system_score_gemma":0.005104456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4769109,"about_ca_topic_score_gemma":0.6202783,"domain_scores_codex":[0.9991556,0.00008163794,0.00005075874,0.0002060776,0.0003411371,0.0001647948],"domain_scores_gemma":[0.9982824,0.000135536,0.00007327253,0.000324754,0.0009828133,0.0002011089],"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":[0.0000393972,0.00001875293,0.001230685,0.0001103979,0.00001187719,0.00003029883,0.00002650048,0.0005118709,0.0001290459,0.0003526714,0.9950554,0.002483151],"study_design_scores_gemma":[0.0001118364,0.00001664196,0.009914125,0.0001531318,0.0000137936,0.00004627954,0.000235748,0.002481777,0.0006605088,0.001018536,0.9852946,0.00005299922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005947662,0.00003646887,0.0001458631,0.0001005449,0.00003344925,0.00002248171,0.9966048,0.0006284307,0.001833204],"genre_scores_gemma":[0.0008771471,0.00002179883,0.000412785,0.00002718766,0.000004545196,0.00004296804,0.9974776,0.00006576119,0.001070334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4769109,"threshold_uncertainty_score":0.94827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007642673378337285,"score_gpt":0.2151258329587487,"score_spread":0.2074831595804114,"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."}}