{"id":"W2153119649","doi":"10.1093/icesjms/fst002","title":"Future sea surface temperatures in Large Marine Ecosystems of the Northwest Atlantic","year":2013,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; McGill University","funders":"Met Office","keywords":"Oceanography; Continental shelf; Marine ecosystem; Representative Concentration Pathways; Sea surface temperature; Environmental science; Ecosystem; Climate change; Climatology; Period (music); Climate model; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001444796,0.0001001506,0.000195632,0.0001528693,0.0001564031,0.0001235002,0.0008184992,0.00003126578,0.001104421],"category_scores_gemma":[0.0001272031,0.0000500678,0.00006670458,0.0008727324,0.0002115223,0.0005799388,0.00008586839,0.0002237666,0.00002235168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007250223,"about_ca_system_score_gemma":0.0001949865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004219081,"about_ca_topic_score_gemma":0.01129124,"domain_scores_codex":[0.9985111,0.0001421006,0.0003886714,0.0001377265,0.000571526,0.0002488668],"domain_scores_gemma":[0.998886,0.0001665855,0.0004026313,0.0002048889,0.0002304674,0.0001093918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002230063,0.00002510439,0.9954739,0.00002625244,0.000004175323,0.000007105972,0.00008924506,0.0008776394,0.0008721725,0.00002248618,0.0001315028,0.002448102],"study_design_scores_gemma":[0.0002217003,0.00008768866,0.9944614,0.00003815079,0.000004858661,0.0001046917,0.0002059768,0.002841868,0.0006012502,0.00006382897,0.001299808,0.0000687501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968671,0.000194695,0.000001311449,0.0008562304,0.0007735107,0.0001423875,0.00001161591,0.000003612134,0.001149515],"genre_scores_gemma":[0.9992488,0.0001248672,0.0002466923,0.00007123172,0.0001450701,1.079787e-7,0.000003090965,0.00000182672,0.0001583154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007072163,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004888233579527417,"score_gpt":0.2045072294790458,"score_spread":0.1996189958995184,"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."}}