{"id":"W4213272360","doi":"10.1146/annurev-marine-032720-095144","title":"Marine Heatwaves","year":2020,"lang":"en","type":"review","venue":"Annual Review of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":681,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science; Context (archaeology); Climate change; Marine ecosystem; Climatology; Earth system science; Sea surface temperature; Baseline (sea); Global warming; Ecosystem; Environmental resource management; Geography; Oceanography; Ecology; Geology","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":[0.0004982734,0.000815423,0.001207346,0.001548319,0.0003845193,0.001558185,0.0007229577,0.00102503,0.009467303],"category_scores_gemma":[0.001284319,0.0001625066,0.0008227414,0.001994956,0.000557987,0.001283812,0.0009909723,0.001417964,0.003856825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726432,"about_ca_system_score_gemma":0.001305254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578065,"about_ca_topic_score_gemma":0.002917781,"domain_scores_codex":[0.9996417,0.00006907219,0.00004858084,0.00007430121,0.0001308658,0.00003550544],"domain_scores_gemma":[0.9995779,0.0001826217,0.00008606131,0.00001792055,0.00009733433,0.00003815435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007508422,0.00004035784,0.000589414,0.02088352,0.0001489594,0.0001313265,0.0001290729,0.0002887128,0.001373853,0.007983572,0.04750758,0.9208484],"study_design_scores_gemma":[0.000008341606,0.00004515084,0.002184934,0.005478828,0.00009915775,0.0005819389,0.00009797749,0.00003387723,0.0003361772,0.002150513,0.9889675,0.00001572495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003228152,0.9918846,0.0002551319,0.0006085777,0.0007465564,0.00001682453,0.000191701,0.00002760206,0.005946238],"genre_scores_gemma":[0.002884147,0.9939242,0.0001923952,0.0004735085,0.0005478414,0.00001768939,0.0002151022,0.000006354926,0.001738834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009467303,"threshold_uncertainty_score":0.03167129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973868231584123,"score_gpt":0.3054574855499034,"score_spread":0.2857188032340621,"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."}}