{"id":"W7133287883","doi":"","title":"Vulnerable Marine Ecosystems in the NPFC Convention Area","year":2024,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Seamount; Range (aeronautics); CobB; Marine ecosystem; Ecosystem; Marine protected area; Tourism; Oak Ridge National Laboratory","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00117402,0.0003167819,0.0001705828,0.002784548,0.002619192,0.002311821,0.001217606,0.0008789172,0.003638238],"category_scores_gemma":[0.001888904,0.0001475622,0.0003707775,0.002875938,0.0008088062,0.001354257,0.002172187,0.0006168343,0.0004066824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009177455,"about_ca_system_score_gemma":0.009974954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5414937,"about_ca_topic_score_gemma":0.6457323,"domain_scores_codex":[0.9990878,0.00007955635,0.00002920734,0.00007948636,0.0004806119,0.0002433897],"domain_scores_gemma":[0.9991374,0.00006776598,0.0001785096,0.00005556773,0.0003608874,0.0001997923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002080701,0.0002041443,0.4524216,0.0003295078,0.0001682444,0.005200417,0.005154959,0.04357709,0.002754185,0.0566513,0.09933509,0.3339954],"study_design_scores_gemma":[0.0000197322,0.0001336527,0.6386861,0.0003410003,0.0000546096,0.001125077,0.008093715,0.03248009,0.0009941031,0.01714341,0.3008122,0.0001164121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7200155,0.002311649,0.005872776,0.006635705,0.0002321148,0.0004154941,0.00829947,0.0003962487,0.2558211],"genre_scores_gemma":[0.964101,0.001524222,0.007638389,0.0004856313,0.00004089086,0.0002124728,0.00410919,0.00004746577,0.02184081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5414937,"threshold_uncertainty_score":0.9224131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086664063503006,"score_gpt":0.2363201117795841,"score_spread":0.2254534711445541,"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."}}