{"id":"W6912142306","doi":"10.5281/zenodo.1254345","title":"Climate Change Is Likely To Severely Limit The Effectiveness Of Deep-Sea Abmts In The North Atlantic","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"European Commission","keywords":"Climate change; Biodiversity; Cumulative effects; Ecosystem; Adaptive management; Jurisdiction; Marine protected area; Habitat; Ecosystem-based management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753076,0.0002054472,0.0001755367,0.0009536071,0.001041408,0.002246751,0.0007909373,0.0004473069,0.0147249],"category_scores_gemma":[0.003055354,0.0001962317,0.0003955407,0.002041844,0.0005779209,0.001220037,0.001412743,0.0004199666,0.00206016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004014588,"about_ca_system_score_gemma":0.004748653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2711529,"about_ca_topic_score_gemma":0.4878065,"domain_scores_codex":[0.9992691,0.0001551807,0.00005556382,0.00008421302,0.0002925528,0.0001434417],"domain_scores_gemma":[0.9981998,0.000371269,0.0002823558,0.0002071087,0.0007430192,0.0001964145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002387126,0.0000579862,0.2320929,0.001325172,0.0001635778,0.0006618959,0.006454243,0.006834068,0.005991179,0.04019165,0.2788331,0.4271556],"study_design_scores_gemma":[0.00001706275,0.00004428032,0.3856395,0.0006801685,0.0000706919,0.0001569429,0.004407671,0.001952693,0.00133123,0.007238619,0.5983957,0.00006549615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3743666,0.01269438,0.0120753,0.028197,0.002768552,0.0002840238,0.05656106,0.001832582,0.5112205],"genre_scores_gemma":[0.8814697,0.009397842,0.01839539,0.002846583,0.0005725746,0.0003328955,0.02660968,0.0007748699,0.05960038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2711529,"threshold_uncertainty_score":0.5391493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676881876805661,"score_gpt":0.2455212151552954,"score_spread":0.2187523963872388,"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."}}