{"id":"W7029252029","doi":"","title":"IODE National report on Oceanographic Data Management and Exchange for Canada","year":2008,"lang":"en","type":"other","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Data management; Data exchange; Reference data","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":[0.007015917,0.00168538,0.001210557,0.009723158,0.005585188,0.00681016,0.003635807,0.00187919,0.04190613],"category_scores_gemma":[0.01725755,0.001019236,0.001211307,0.01888373,0.001349358,0.002376918,0.003076931,0.00312545,0.01951674],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05422549,"about_ca_system_score_gemma":0.3404364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953572,"about_ca_topic_score_gemma":0.9904308,"domain_scores_codex":[0.9912696,0.0003523685,0.000480311,0.0003127822,0.006185607,0.00139927],"domain_scores_gemma":[0.9605499,0.00122073,0.0006749265,0.001625631,0.03356296,0.002365807],"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":[0.00006591566,0.00006071393,0.003581573,0.0001456919,0.00002475506,0.00004587011,0.0002106561,0.0009074941,0.0002476505,0.008991829,0.9520123,0.03370557],"study_design_scores_gemma":[0.00003629965,0.000009664045,0.01466286,0.0001824056,0.00003605335,0.0000318647,0.0004495225,0.001169896,0.0008608769,0.00122935,0.9812664,0.00006485062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005744126,0.001840841,0.01056408,0.01016427,0.00125807,0.001286265,0.6720994,0.005183203,0.2918598],"genre_scores_gemma":[0.0173101,0.004198127,0.0366406,0.002571224,0.0001289482,0.001007459,0.4458871,0.002934068,0.4893223],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9457745,"threshold_uncertainty_score":0.3934353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937896795204359,"score_gpt":0.2833287063200631,"score_spread":0.2439497383680195,"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."}}