{"id":"W3134143280","doi":"10.3389/fmars.2021.627970","title":"Drivers of Marine Heatwaves in the Northwest Atlantic: The Role of Air–Sea Interaction During Onset and Decline","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Climate variability and models","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Canada First Research Excellence Fund; Ocean Frontier Institute; Climate Program Office; Dalhousie University","keywords":"Predictability; Oceanography; Climatology; Sea surface temperature; Environmental science; Advection; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009339822,0.00007719077,0.000137948,0.00007047997,0.00009410329,0.00001829328,0.0003844385,0.00002332361,0.0001021164],"category_scores_gemma":[0.0001675352,0.00005212997,0.00002647931,0.0007436948,0.0009106436,0.000265487,0.001104619,0.0001389283,0.000001011505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008271481,"about_ca_system_score_gemma":0.0000295791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025755,"about_ca_topic_score_gemma":0.007602212,"domain_scores_codex":[0.9989091,0.00008129792,0.0002412745,0.0002622242,0.000314419,0.0001917532],"domain_scores_gemma":[0.9994832,0.00009182285,0.00007568115,0.0003045505,0.00001476129,0.00003001227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002484191,0.00007876843,0.9896508,0.00001064558,0.000001644594,0.000004071671,0.000784217,0.001864513,0.003138027,0.00005442943,0.00001134042,0.004376733],"study_design_scores_gemma":[0.0001982269,0.00002228223,0.9828459,0.00001451185,0.000005214233,0.00001592545,0.001985787,0.007512595,0.003864459,0.003264487,0.0002125764,0.00005804043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974101,0.000008661942,0.00005770374,0.0006260486,0.0001108531,0.0001257268,0.000004913962,0.00000323663,0.001652756],"genre_scores_gemma":[0.9942958,0.0001257391,0.005470652,0.00006141923,0.000005455791,0.000004507578,0.000005711578,0.000002620449,0.00002811143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006804873,"threshold_uncertainty_score":0.6085765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005998767638705545,"score_gpt":0.2188164362596843,"score_spread":0.2128176686209788,"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."}}