{"id":"W7161720957","doi":"10.34943/329a6f15-604d-4cb9-b9d5-ccb8083dcf6c","title":"Livingston Island Conductivity Temperature Depth 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":"Conductivity; Turbidity; Temperature measurement; Pacific ocean; 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":[0.0006066551,0.00140574,0.0007588012,0.001822697,0.0009285273,0.001206285,0.002333472,0.001049503,0.0162706],"category_scores_gemma":[0.002618698,0.0003520749,0.0004920327,0.003618345,0.0004130337,0.0008803852,0.001161393,0.001185139,0.0279343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010414,"about_ca_system_score_gemma":0.004546213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5022578,"about_ca_topic_score_gemma":0.6436679,"domain_scores_codex":[0.9992666,0.00006913924,0.00004463561,0.0001804323,0.0002969619,0.0001422312],"domain_scores_gemma":[0.9984206,0.0001100017,0.00006931995,0.0003062345,0.000892418,0.0002015165],"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":[0.00004506427,0.00001993082,0.001568491,0.0001250312,0.00001355389,0.00003325082,0.00003226975,0.0006139592,0.0001635132,0.0004173971,0.9941585,0.002809064],"study_design_scores_gemma":[0.0001191388,0.0000193406,0.01432549,0.0001762673,0.00001552717,0.00004508572,0.0003053879,0.002842199,0.0007557501,0.0009267608,0.9804186,0.00005036472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000869369,0.00003883808,0.0001720832,0.0001067963,0.00004268743,0.00002321827,0.9955662,0.0007348443,0.002445936],"genre_scores_gemma":[0.001356054,0.00002295121,0.0004070552,0.0000311281,0.000005629455,0.00003963855,0.9967758,0.00006848419,0.001293163],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5022578,"threshold_uncertainty_score":0.9986687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006001392771966149,"score_gpt":0.2172879772755472,"score_spread":0.211286584503581,"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."}}