{"id":"W3215690133","doi":"","title":"New Data Analysis Capabilities in Ocean Networks Canada's Data Management Platform","year":2018,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data management; Computer science; Data science; Business; Telecommunications; Database","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":[0.01566954,0.001402072,0.0009752728,0.005513927,0.003284166,0.01151559,0.004552756,0.001183018,0.01153532],"category_scores_gemma":[0.02228907,0.001529419,0.001373465,0.009517103,0.001835629,0.01037581,0.008221971,0.00438341,0.005350369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514637,"about_ca_system_score_gemma":0.04960199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.829958,"about_ca_topic_score_gemma":0.8087721,"domain_scores_codex":[0.9902773,0.0006115542,0.0009630494,0.001035105,0.00592107,0.001192002],"domain_scores_gemma":[0.9649383,0.003168985,0.0009109159,0.009366386,0.0183936,0.003221877],"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":[0.001329284,0.0003755418,0.03300597,0.0004624872,0.0003147326,0.0005537948,0.003032962,0.006466048,0.02021945,0.07250874,0.6168453,0.2448857],"study_design_scores_gemma":[0.0002461591,0.00004636935,0.0154435,0.0004579534,0.0001431723,0.0001654254,0.000848046,0.0516295,0.01287782,0.01849464,0.899317,0.0003304118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06221628,0.002764654,0.3625608,0.03193916,0.002354706,0.003046841,0.1911715,0.1814009,0.1625451],"genre_scores_gemma":[0.1917212,0.002340388,0.4758543,0.005445084,0.0007414663,0.001358863,0.2332374,0.01722911,0.07207232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.170042,"threshold_uncertainty_score":0.3420867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107260153243248,"score_gpt":0.2303755243882848,"score_spread":0.1993029228558523,"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."}}